Topic filters
A GPU FFT Wrapper to Co-optimize Floating-Point Precision and Library Selection via Predictive Error Modeling
Lehner, Julius and Arima, Eishi and Schulz, Martin • Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1534--1543
Architecture Key: lehner2025gpu inproceedings
@inproceedings{lehner2025gpu,
  title={A GPU FFT Wrapper to Co-optimize Floating-Point Precision and Library Selection via Predictive Error Modeling},
  author={Lehner, Julius and Arima, Eishi and Schulz, Martin},
  booktitle={Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1534--1543},
  year={2025}
}
A Novel Dielectric Simulation Platform for Designing High Voltage Devices: Evaluation of Surface Charging using High Performance and Cloud Computing
Trinitis, C and Messerer, F and Schulz, M and Bouslama, A and Dobrzelecki, B and Blaszczyk, A • 2025 IEEE 24th International Symposium on High Voltage Engineering • pp. 1--6
Applications Key: trinitis2025novel inproceedings
@inproceedings{trinitis2025novel,
  title={A Novel Dielectric Simulation Platform for Designing High Voltage Devices: Evaluation of Surface Charging using High Performance and Cloud Computing},
  author={Trinitis, C and Messerer, F and Schulz, M and Bouslama, A and Dobrzelecki, B and Blaszczyk, A},
  booktitle={2025 IEEE 24th International Symposium on High Voltage Engineering},
  pages={1--6},
  year={2025}
}
Advancing user-space networking for DDS message-oriented middleware: Further extensions
Bode, Vincent and Trinitis, Carsten and Schulz, Martin and Buettner, David and Preclik, Tobias • Pervasive and Mobile Computing • Vol. 107 • pp. 102013
Edge/IoT Key: bode2025advancing article
@article{bode2025advancing,
  title={Advancing user-space networking for DDS message-oriented middleware: Further extensions},
  author={Bode, Vincent and Trinitis, Carsten and Schulz, Martin and Buettner, David and Preclik, Tobias},
  journal={Pervasive and Mobile Computing},
  volume={107},
  pages={102013},
  year={2025},
  publisher={Elsevier}
}
Analysis of the RISC-V Vector Extension for Vulkan Graphics Kernels
Troiber, Martin and Schulz, Martin and Tine, Blaise and Kim, Hyesoon • 2025 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) • pp. 388--389
Architecture Key: troiber2025analysis inproceedings
@inproceedings{troiber2025analysis,
  title={Analysis of the RISC-V Vector Extension for Vulkan Graphics Kernels},
  author={Troiber, Martin and Schulz, Martin and Tine, Blaise and Kim, Hyesoon},
  booktitle={2025 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)},
  pages={388--389},
  year={2025},
  organization={IEEE}
}
Application-Focused HPC Network Monitoring
Friese, Philipp A and Marsden, Olivier and Schulz, Martin • ISC High Performance 2025 Research Paper Proceedings (40th International Conference) • pp. 1--11
HPC Key: friese2025application inproceedings
@inproceedings{friese2025application,
  title={Application-Focused HPC Network Monitoring},
  author={Friese, Philipp A and Marsden, Olivier and Schulz, Martin},
  booktitle={ISC High Performance 2025 Research Paper Proceedings (40th International Conference)},
  pages={1--11},
  year={2025},
  organization={Prometeus GmbH}
}
Automatic Distributed Parallelization and Communication Optimization for Stencils on Structured Grids
Mittermair, Anna and Schulz, Martin and Remy, Julien and Brunie, Hugo and Schreiber, Martin
Applications Key: mittermair2025automatic article
@article{mittermair2025automatic,
  title={Automatic Distributed Parallelization and Communication Optimization for Stencils on Structured Grids},
  author={Mittermair, Anna and Schulz, Martin and Remy, Julien and Brunie, Hugo and Schreiber, Martin},
  year={2025}
}
Bridge the Gap Between HPC Systems and Various Quantum Platforms: A Unified Quantum Platform
Elsharkawy, Amr and Guo, Xiaorang and Schulz, Martin • Software Engineering 2025--Companion Proceedings • pp. 10--18420
Quantum Key: elsharkawy2025bridge inproceedings
@inproceedings{elsharkawy2025bridge,
  title={Bridge the Gap Between HPC Systems and Various Quantum Platforms: A Unified Quantum Platform},
  author={Elsharkawy, Amr and Guo, Xiaorang and Schulz, Martin},
  booktitle={Software Engineering 2025--Companion Proceedings},
  pages={10--18420},
  year={2025},
  organization={Gesellschaft f{\"u}r Informatik, Bonn}
}
Bridging the Gap Between Genericity and Programmability of Dynamic Resources in HPC
Huber, Dominik and Iserte, Sergio and Schreiber, Martin and Pe{ñ}a, Antonio J and Schulz, Martin • ISC High Performance 2025 Research Paper Proceedings (40th International Conference) • pp. 1--11
HPC Key: huber2025bridging inproceedings
@inproceedings{huber2025bridging,
  title={Bridging the Gap Between Genericity and Programmability of Dynamic Resources in HPC},
  author={Huber, Dominik and Iserte, Sergio and Schreiber, Martin and Pe{\~n}a, Antonio J and Schulz, Martin},
  booktitle={ISC High Performance 2025 Research Paper Proceedings (40th International Conference)},
  pages={1--11},
  year={2025},
  organization={Prometeus GmbH}
}
Cache Miss Curve Analysis via Cardinality Domain
Arima, Eishi and Schulz, Martin • 2025 34th International Conference on Parallel Architectures and Compilation Techniques (PACT) • pp. 110--121
Architecture Key: arima2025cache inproceedings
@inproceedings{arima2025cache,
  title={Cache Miss Curve Analysis via Cardinality Domain},
  author={Arima, Eishi and Schulz, Martin},
  booktitle={2025 34th International Conference on Parallel Architectures and Compilation Techniques (PACT)},
  pages={110--121},
  year={2025},
  organization={IEEE}
}
Closing the HPC-Cloud Convergence Gap: Multi-Tenant Slingshot RDMA for Kubernetes
Friese, Philipp A and Eleliemy, Ahmed and Haus, Utz-Uwe and Schulz, Martin • 2025 IEEE International Conference on Cluster Computing (CLUSTER) • pp. 1--10
Edge/IoT Key: friese2025closing inproceedings
@inproceedings{friese2025closing,
  title={Closing the HPC-Cloud Convergence Gap: Multi-Tenant Slingshot RDMA for Kubernetes},
  author={Friese, Philipp A and Eleliemy, Ahmed and Haus, Utz-Uwe and Schulz, Martin},
  booktitle={2025 IEEE International Conference on Cluster Computing (CLUSTER)},
  pages={1--10},
  year={2025},
  organization={IEEE}
}
Design of an FPGA-Based Neutral Atom Rearrangement Accelerator for Quantum Computing
Guo, Xiaorang and Winklmann, Jonas and Stober, Dirk and Elsharkawy, Amr and Schulz, Martin • 2025 Design, Automation & Test in Europe Conference (DATE) • pp. 1--6
Quantum Key: guo2025design inproceedings
@inproceedings{guo2025design,
  title={Design of an FPGA-Based Neutral Atom Rearrangement Accelerator for Quantum Computing},
  author={Guo, Xiaorang and Winklmann, Jonas and Stober, Dirk and Elsharkawy, Amr and Schulz, Martin},
  booktitle={2025 Design, Automation \& Test in Europe Conference (DATE)},
  pages={1--6},
  year={2025},
  organization={IEEE}
}
Dynamic Resource Management: Comparison of Asynchronous Many-Task (AMT) and Dynamic Processes with PSets (DPP)
Posner, Jonas and Bietendorf, Nick and Huber, Dominik and Schreiber, Martin and Schulz, Martin • Workshop on Asynchronous Many-Task Systems and Applications • pp. 18--30
Applications Key: posner2025dynamic inproceedings
@inproceedings{posner2025dynamic,
  title={Dynamic Resource Management: Comparison of Asynchronous Many-Task (AMT) and Dynamic Processes with PSets (DPP)},
  author={Posner, Jonas and Bietendorf, Nick and Huber, Dominik and Schreiber, Martin and Schulz, Martin},
  booktitle={Workshop on Asynchronous Many-Task Systems and Applications},
  pages={18--30},
  year={2025},
  organization={Springer Nature Switzerland Cham}
}
FERIVer: An FPGA-assisted Emulated Framework for RTL Verification of RISC-V Processors
Qin, Kun and Guo, Xiaorang and Schulz, Martin and Trinitis, Carsten • Proceedings of the 22nd ACM International Conference on Computing Frontiers • pp. 132--140
Architecture Key: qin2025feriver inproceedings
@inproceedings{qin2025feriver,
  title={FERIVer: An FPGA-assisted Emulated Framework for RTL Verification of RISC-V Processors},
  author={Qin, Kun and Guo, Xiaorang and Schulz, Martin and Trinitis, Carsten},
  booktitle={Proceedings of the 22nd ACM International Conference on Computing Frontiers},
  pages={132--140},
  year={2025}
}
Integration of quantum accelerators with high performance computing—a review of quantum programming tools
Elsharkawy, Amr and To, Xiao-Ting Michelle and Seitz, Philipp and Chen, Yanbin and Stade, Yannick and Geiger, Manuel and Huang, Qunsheng and Guo, Xiaorang and Ansari, Muhammad Arslan and Mendl, Christian B and others • ACM Transactions on Quantum Computing • Vol. 6 • No. 3 • pp. 1--46
Quantum Key: elsharkawy2025integration article
@article{elsharkawy2025integration,
  title={Integration of quantum accelerators with high performance computing—a review of quantum programming tools},
  author={Elsharkawy, Amr and To, Xiao-Ting Michelle and Seitz, Philipp and Chen, Yanbin and Stade, Yannick and Geiger, Manuel and Huang, Qunsheng and Guo, Xiaorang and Ansari, Muhammad Arslan and Mendl, Christian B and others},
  journal={ACM Transactions on Quantum Computing},
  volume={6},
  number={3},
  pages={1--46},
  year={2025},
  publisher={ACM New York, NY}
}
Knowledge Distillation-Assisted Lightweight Neural Networks for Superconducting Multi-Qubit Readout
Guo, Xiaorang and Liu, Dai and Lienhard, Benjamin and Schulz, Martin • SMT 2025
Quantum Key: guo2025knowledge inproceedings
@inproceedings{guo2025knowledge,
  title={Knowledge Distillation-Assisted Lightweight Neural Networks for Superconducting Multi-Qubit Readout},
  author={Guo, Xiaorang and Liu, Dai and Lienhard, Benjamin and Schulz, Martin},
  booktitle={SMT 2025},
  year={2025}
}
Minimizing Readout and State Preparation Time for Neutral Atom Quantum Computing
Winklmann, Jonas and Schulz, Martin • Software Engineering 2025--Companion Proceedings • pp. 10--18420
Quantum Key: winklmann2025minimizing inproceedings
@inproceedings{winklmann2025minimizing,
  title={Minimizing Readout and State Preparation Time for Neutral Atom Quantum Computing},
  author={Winklmann, Jonas and Schulz, Martin},
  booktitle={Software Engineering 2025--Companion Proceedings},
  pages={10--18420},
  year={2025},
  organization={Gesellschaft f{\"u}r Informatik, Bonn}
}
Modeling synchronization and consistency for data race detection in remote memory access programs
Schwitanski, Simon and M{ü}ller, Matthias S and Schulz, Martin • Lehrstuhl f{ü}r Hochleistungsrechnen (Informatik 12)
Architecture Key: schwitanski2025modeling techreport
@techreport{schwitanski2025modeling,
  title={Modeling synchronization and consistency for data race detection in remote memory access programs},
  author={Schwitanski, Simon and M{\"u}ller, Matthias S and Schulz, Martin},
  year={2025},
  institution={Lehrstuhl f{\"u}r Hochleistungsrechnen (Informatik 12)}
}
MPI continuations prototype and integration into a PMPI tool
Optenh{ö}fel, Alexander Niklas and Th{ä}rigen, Ben and Jenke, Joachim and M{ü}ller, Matthias S and Schulz, Martin • Lehrstuhl f{ü}r Hochleistungsrechnen (Informatik 12)
Programming Model Key: optenhofel2025mpi techreport
@techreport{optenhofel2025mpi,
  title={MPI continuations prototype and integration into a PMPI tool},
  author={Optenh{\"o}fel, Alexander Niklas and Th{\"a}rigen, Ben and Jenke, Joachim and M{\"u}ller, Matthias S and Schulz, Martin},
  year={2025},
  institution={Lehrstuhl f{\"u}r Hochleistungsrechnen (Informatik 12)}
}
MT4G: A Tool for Reliable Auto-Discovery of NVIDIA and AMD GPU Compute and Memory Topologies
Vanecek, Stepan and Mu{ß}bacher, Manuel Walter and Gr{ö}{ß}ler, Dominik and Saroliya, Urvij and Schulz, Martin • Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1574--1586
Architecture Key: vanecek2025mt4g inproceedings
@inproceedings{vanecek2025mt4g,
  title={MT4G: A Tool for Reliable Auto-Discovery of NVIDIA and AMD GPU Compute and Memory Topologies},
  author={Vanecek, Stepan and Mu{\ss}bacher, Manuel Walter and Gr{\"o}{\ss}ler, Dominik and Saroliya, Urvij and Schulz, Martin},
  booktitle={Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1574--1586},
  year={2025}
}
Onboard Machine Learning-based Compression of Synthetic Aperture Radar (SAR) Images Using FPGA/MPSoC Hardware
L{é}onard, C{é}dric and Sica, Francescopaolo and Schulz, Martin • Living Planet Symposium 2025
AI Key: leonard2025onboard inproceedings
@inproceedings{leonard2025onboard,
  title={Onboard Machine Learning-based Compression of Synthetic Aperture Radar (SAR) Images Using FPGA/MPSoC Hardware},
  author={L{\'e}onard, C{\'e}dric and Sica, Francescopaolo and Schulz, Martin},
  booktitle={Living Planet Symposium 2025},
  year={2025},
  organization={ESA}
}
Poseidon: A Source-to-Source Compiler for Optimizing Ocean Simulation Models on Modern HPC Architectures
R{é}my, Julien and Br{é}mond, Maurice and Brunie, Hugo and Debreu, Laurent and Ford, Rupert W and Henrichs, Joerg and Lemari{é}, Florian and Mittermair, Anna and Porter, Andrew R and Schreiber, Martin and others • Copernicus Meetings
Architecture Key: remy2025poseidon techreport
@techreport{remy2025poseidon,
  title={Poseidon: A Source-to-Source Compiler for Optimizing Ocean Simulation Models on Modern HPC Architectures},
  author={R{\'e}my, Julien and Br{\'e}mond, Maurice and Brunie, Hugo and Debreu, Laurent and Ford, Rupert W and Henrichs, Joerg and Lemari{\'e}, Florian and Mittermair, Anna and Porter, Andrew R and Schreiber, Martin and others},
  year={2025},
  institution={Copernicus Meetings}
}
POSTER: Performance Comparison of GPU Programming Models Using HeCBench Benchmarks
Sch{ä}ffeler, Jakob and Elis, Bengisu and Raoofy, Amir and Weidendorfer, Josef and Schulz, Martin • Proceedings of the 22nd ACM International Conference on Computing Frontiers • pp. 226--227
Architecture Key: schaffeler2025poster inproceedings
@inproceedings{schaffeler2025poster,
  title={POSTER: Performance Comparison of GPU Programming Models Using HeCBench Benchmarks},
  author={Sch{\"a}ffeler, Jakob and Elis, Bengisu and Raoofy, Amir and Weidendorfer, Josef and Schulz, Martin},
  booktitle={Proceedings of the 22nd ACM International Conference on Computing Frontiers},
  pages={226--227},
  year={2025}
}
Ressourceneffiziente Integration multifunktionaler Lasermaterialbearbeitungsverfahren im Prozessnetz f{ü}r die Leichtbau-Fertigung-RESILIENT
Dicks, Simon and Meyer, Patrick and Buschbeck, Christian and Windels, Lars and Mey, Dominik and Klotz, Hansjoerg and Brand, Thomas and Schulz, Martin • Hannover: Technische Informationsbibliothek
Edge/IoT Key: dicks2025ressourceneffiziente article
@article{dicks2025ressourceneffiziente,
  title={Ressourceneffiziente Integration multifunktionaler Lasermaterialbearbeitungsverfahren im Prozessnetz f{\"u}r die Leichtbau-Fertigung-RESILIENT},
  author={Dicks, Simon and Meyer, Patrick and Buschbeck, Christian and Windels, Lars and Mey, Dominik and Klotz, Hansjoerg and Brand, Thomas and Schulz, Martin},
  year={2025},
  publisher={Hannover: Technische Informationsbibliothek}
}
SARComp: High-Performance Algorithms for SAR Processing from FFT Kernels to Matched Filtering
Schlemon, Maron and Schulz, Martin and Scheiber, Rolf • 2025 IEEE High Performance Extreme Computing Conference (HPEC) • pp. 1--7
Applications Key: schlemon2025sarcomp inproceedings
@inproceedings{schlemon2025sarcomp,
  title={SARComp: High-Performance Algorithms for SAR Processing from FFT Kernels to Matched Filtering},
  author={Schlemon, Maron and Schulz, Martin and Scheiber, Rolf},
  booktitle={2025 IEEE High Performance Extreme Computing Conference (HPEC)},
  pages={1--7},
  year={2025},
  organization={IEEE}
}
Tackling the Challenges of Adding Pulse-level Support to a Heterogeneous HPCQC Software Stack: MQSS Pulse
Echavarria, Jorge and Farooqi, Muhammad Nufail and Devra, Amit and Lujan, Santana and Van Damme, L{é}o and Ahmed, Hossam and Letras, Mart{\'\i}n and Kaya, Erc{ü}ment and Vetter, Adrian and Werninghaus, Max and others • Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1868--1878
Quantum Key: echavarria2025tackling inproceedings
@inproceedings{echavarria2025tackling,
  title={Tackling the Challenges of Adding Pulse-level Support to a Heterogeneous HPCQC Software Stack: MQSS Pulse},
  author={Echavarria, Jorge and Farooqi, Muhammad Nufail and Devra, Amit and Lujan, Santana and Van Damme, L{\'e}o and Ahmed, Hossam and Letras, Mart{\'\i}n and Kaya, Erc{\"u}ment and Vetter, Adrian and Werninghaus, Max and others},
  booktitle={Proceedings of the SC'25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1868--1878},
  year={2025}
}
Telemetry for Quantum Systems in HPC Centers
Ahmed, Hossam and Mete, Burak and Heller, Helmut and Tovey, Matthew and Deng, Xiaolong and Zulfiqar, Asim and Farooqi, Muhammad Nufail and Abuzayed, Mahmoud and Schulz, Martin and Schulz, Laura • ISC High Performance 2025 Research Paper Proceedings (40th International Conference) • pp. 1--11
Quantum Key: ahmed2025telemetry inproceedings
@inproceedings{ahmed2025telemetry,
  title={Telemetry for Quantum Systems in HPC Centers},
  author={Ahmed, Hossam and Mete, Burak and Heller, Helmut and Tovey, Matthew and Deng, Xiaolong and Zulfiqar, Asim and Farooqi, Muhammad Nufail and Abuzayed, Mahmoud and Schulz, Martin and Schulz, Laura},
  booktitle={ISC High Performance 2025 Research Paper Proceedings (40th International Conference)},
  pages={1--11},
  year={2025},
  organization={Prometeus GmbH}
}
Toward Dynamic Resource Management: An Asynchronous Many-Task (AMT) Runtime System leveraging Dynamic Processes with PSets (DPP)
Posner, Jonas and Ellersiek, Tim and Bietendorf, Nick and Huber, Dominik and Schreiber, Martin and Schulz, Martin • SN Computer Science • Vol. 6 • No. 8 • pp. 1--16
Programming Model Key: posner2025toward article
@article{posner2025toward,
  title={Toward Dynamic Resource Management: An Asynchronous Many-Task (AMT) Runtime System leveraging Dynamic Processes with PSets (DPP)},
  author={Posner, Jonas and Ellersiek, Tim and Bietendorf, Nick and Huber, Dominik and Schreiber, Martin and Schulz, Martin},
  journal={SN Computer Science},
  volume={6},
  number={8},
  pages={1--16},
  year={2025},
  publisher={Springer Nature Singapore}
}
Towards a Unified Architectural Representation in HPCQC: Extending Sys-Sage for Quantum Technologies
Mishra, Durganshu and Vanecek, Stepan and Echavarria, Jorge and Deng, Xiaolong and Mete, Burak and Schulz, Laura and Schulz, Martin • ISC High Performance 2025 Research Paper Proceedings (40th International Conference) • pp. 1--12
Quantum Key: mishra2025towards inproceedings
@inproceedings{mishra2025towards,
  title={Towards a Unified Architectural Representation in HPCQC: Extending Sys-Sage for Quantum Technologies},
  author={Mishra, Durganshu and Vanecek, Stepan and Echavarria, Jorge and Deng, Xiaolong and Mete, Burak and Schulz, Laura and Schulz, Martin},
  booktitle={ISC High Performance 2025 Research Paper Proceedings (40th International Conference)},
  pages={1--12},
  year={2025},
  organization={Prometeus GmbH}
}
A Layered Approach for Dynamic Resource Management in HPC
Bungartz, Hans-Joachim and Dutot, Pierre-Fran{\c{c}}ois and Fecht, Jan and Gaddameedi, Keerthi and Huber, Dominik and Iserte, Sergio and Minion, Michael and Neckel, Tobias and Pe{ñ}a, Antonio and Richard, Olivier and others • European Conference on Parallel Processing • pp. 311--315
HPC Key: bungartz2024layered inproceedings
@inproceedings{bungartz2024layered,
  title={A Layered Approach for Dynamic Resource Management in HPC},
  author={Bungartz, Hans-Joachim and Dutot, Pierre-Fran{\c{c}}ois and Fecht, Jan and Gaddameedi, Keerthi and Huber, Dominik and Iserte, Sergio and Minion, Michael and Neckel, Tobias and Pe{\~n}a, Antonio and Richard, Olivier and others},
  booktitle={European Conference on Parallel Processing},
  pages={311--315},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}
A Mechanism to Generate Interception Based Tools for HPC Libraries
Elis, Bengisu and Boehme, David and Pearce, Olga and Schulz, Martin • European Conference on Parallel Processing • pp. 107--120
HPC Key: elis2024mechanism inproceedings
@inproceedings{elis2024mechanism,
  title={A Mechanism to Generate Interception Based Tools for HPC Libraries},
  author={Elis, Bengisu and Boehme, David and Pearce, Olga and Schulz, Martin},
  booktitle={European Conference on Parallel Processing},
  pages={107--120},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}
A Portable Tool to Compare Performance Profiles from GPU Offloading Programming Models
Sch{ä}ffeler, Jakob and Elis, Bengisu and Raoofy, Amir and Weidendorfer, Josef and Schulz, Martin • Proceedings of the 21st ACM International Conference on Computing Frontiers • pp. 320--321
Architecture Key: schaffeler2024portable inproceedings
@inproceedings{schaffeler2024portable,
  title={A Portable Tool to Compare Performance Profiles from GPU Offloading Programming Models},
  author={Sch{\"a}ffeler, Jakob and Elis, Bengisu and Raoofy, Amir and Weidendorfer, Josef and Schulz, Martin},
  booktitle={Proceedings of the 21st ACM International Conference on Computing Frontiers},
  pages={320--321},
  year={2024}
}
A software platform to support disaggregated quantum accelerators
Kaya, Erc{ü}ment and Echavarria, Jorge and Farooqi, Muhammad Nufail and Swierkowska, Aleksandra and Hopf, Patrick and Mete, Burak and Burgholzer, Lukas and Wille, Robert and Schulz, Laura and Schulz, Martin • SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1646--1653
Quantum Key: kaya2024software inproceedings
@inproceedings{kaya2024software,
  title={A software platform to support disaggregated quantum accelerators},
  author={Kaya, Erc{\"u}ment and Echavarria, Jorge and Farooqi, Muhammad Nufail and Swierkowska, Aleksandra and Hopf, Patrick and Mete, Burak and Burgholzer, Lukas and Wille, Robert and Schulz, Laura and Schulz, Martin},
  booktitle={SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1646--1653},
  year={2024},
  organization={IEEE}
}
Achieving pareto-optimality in quantum circuit compilation via a multi-objective heuristic optimization approach
{\'S}wierkowska, Aleksandra and Echavarria, Jorge and Schulz, Laura and Schulz, Martin • 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 306--310
Quantum Key: swierkowska2024achieving inproceedings
@inproceedings{swierkowska2024achieving,
  title={Achieving pareto-optimality in quantum circuit compilation via a multi-objective heuristic optimization approach},
  author={{\'S}wierkowska, Aleksandra and Echavarria, Jorge and Schulz, Laura and Schulz, Martin},
  booktitle={2024 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={306--310},
  year={2024},
  organization={IEEE}
}
Adopting user-space networking for dds message-oriented middleware
Bode, Vincent and Trinitis, Carsten and Schulz, Martin and Buettner, David and Preclik, Tobias • 2024 IEEE International Conference on Pervasive Computing and Communications (PerCom) • pp. 36--46
Edge/IoT Key: bode2024adopting inproceedings
@inproceedings{bode2024adopting,
  title={Adopting user-space networking for dds message-oriented middleware},
  author={Bode, Vincent and Trinitis, Carsten and Schulz, Martin and Buettner, David and Preclik, Tobias},
  booktitle={2024 IEEE International Conference on Pervasive Computing and Communications (PerCom)},
  pages={36--46},
  year={2024},
  organization={IEEE}
}
An FPGA-Accelerated Atom Sorting Unit for Neutral Atom Quantum Computers
Guo, Xiaorang and Winklmann, Jonas and Stober, Dirk and Cao, Shicong and Schulz, Martin • 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 549--550
Quantum Key: guo2024fpga inproceedings
@inproceedings{guo2024fpga,
  title={An FPGA-Accelerated Atom Sorting Unit for Neutral Atom Quantum Computers},
  author={Guo, Xiaorang and Winklmann, Jonas and Stober, Dirk and Cao, Shicong and Schulz, Martin},
  booktitle={2024 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={549--550},
  year={2024},
  organization={IEEE}
}
An FPGA-based Quantum Control System with a Runtime Configurable Signal Generator
Guo, Taiqian and Guo, Xiaorang and Schulz, Martin • 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 575--576
Quantum Key: guo2024fpga inproceedings
@inproceedings{guo2024fpga,
  title={An FPGA-based Quantum Control System with a Runtime Configurable Signal Generator},
  author={Guo, Taiqian and Guo, Xiaorang and Schulz, Martin},
  booktitle={2024 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={575--576},
  year={2024},
  organization={IEEE}
}
Beast lab: a practical course on experimental evaluation of diverse modern HPC architectures and accelerators
Raoofy, Amir and Elis, Bengisu and Bode, Vincent and Chung, Minh Thanh and Breiter, Sergej and Schlemon, Maron and Herr, Dennis-Florian and Fuerlinger, Karl and Schulz, Martin and Weidendorfer, Josef • Journal of Computational Science • Vol. 15 • No. 1
Architecture Key: raoofy2024beast article
@article{raoofy2024beast,
  title={Beast lab: a practical course on experimental evaluation of diverse modern HPC architectures and accelerators},
  author={Raoofy, Amir and Elis, Bengisu and Bode, Vincent and Chung, Minh Thanh and Breiter, Sergej and Schlemon, Maron and Herr, Dennis-Florian and Fuerlinger, Karl and Schulz, Martin and Weidendorfer, Josef},
  journal={Journal of Computational Science},
  volume={15},
  number={1},
  year={2024}
}
Calibration and performance evaluation of a superconducting quantum processor in an hpc center
Deng, Xiaolong and Pogorzalek, Stefan and Vigneau, Florian and Yang, Ping and Schulz, Martin and Schulz, Laura • ISC High Performance 2024 Research Paper Proceedings (39th International Conference) • pp. 1--9
Quantum Key: deng2024calibration inproceedings
@inproceedings{deng2024calibration,
  title={Calibration and performance evaluation of a superconducting quantum processor in an hpc center},
  author={Deng, Xiaolong and Pogorzalek, Stefan and Vigneau, Florian and Yang, Ping and Schulz, Martin and Schulz, Laura},
  booktitle={ISC High Performance 2024 Research Paper Proceedings (39th International Conference)},
  pages={1--9},
  year={2024},
  organization={Prometeus GmbH}
}
Comparison of Atom Detection Algorithms for Neutral Atom Quantum Computing
Winklmann, Jonas and Alberti, Andrea and Schulz, Martin • 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 1 • pp. 1048--1057
Quantum Key: winklmann2024comparison inproceedings
@inproceedings{winklmann2024comparison,
  title={Comparison of Atom Detection Algorithms for Neutral Atom Quantum Computing},
  author={Winklmann, Jonas and Alberti, Andrea and Schulz, Martin},
  booktitle={2024 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={1},
  pages={1048--1057},
  year={2024},
  organization={IEEE}
}
Dataset distillation by automatic training trajectories
Liu, Dai and Gu, Jindong and Cao, Hu and Trinitis, Carsten and Schulz, Martin • European Conference on Computer Vision • pp. 334--351
AI Key: liu2024dataset inproceedings
@inproceedings{liu2024dataset,
  title={Dataset distillation by automatic training trajectories},
  author={Liu, Dai and Gu, Jindong and Cao, Hu and Trinitis, Carsten and Schulz, Martin},
  booktitle={European Conference on Computer Vision},
  pages={334--351},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}
Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi-Threaded Programs
Fu, Xiang and Meng, Shiman and Zhang, Weiping and Guo, Luanzheng and Sato, Kento and Ahn, Dong H and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin • 2024 IEEE International Conference on Cluster Computing (CLUSTER) • pp. 27--38
HPC Key: fu2024distributed inproceedings
@inproceedings{fu2024distributed,
  title={Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi-Threaded Programs},
  author={Fu, Xiang and Meng, Shiman and Zhang, Weiping and Guo, Luanzheng and Sato, Kento and Ahn, Dong H and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin},
  booktitle={2024 IEEE International Conference on Cluster Computing (CLUSTER)},
  pages={27--38},
  year={2024},
  organization={IEEE}
}
Dynamic Resource Management for In-Situ Techniques Using
Markidis, Stefano and Schlatter, Philipp and Schulz, Martin and Schreiber, Martin • Recent Advances in the Message Passing Interface: 31st European MPI Users' Group Meeting, EuroMPI 2024, Perth, WA, Australia, September 25--27, 2024, Proceedings • Vol. 15267 • pp. 105
Programming Model Key: markidis2024dynamic inproceedings
@inproceedings{markidis2024dynamic,
  title={Dynamic Resource Management for In-Situ Techniques Using},
  author={Markidis, Stefano and Schlatter, Philipp and Schulz, Martin and Schreiber, Martin},
  booktitle={Recent Advances in the Message Passing Interface: 31st European MPI Users' Group Meeting, EuroMPI 2024, Perth, WA, Australia, September 25--27, 2024, Proceedings},
  volume={15267},
  pages={105},
  year={2024},
  organization={Springer Nature}
}
Dynamic resource management for in-situ techniques using mpi-sessions
Ju, Yi and Huber, Dominik and Perez, Adalberto and Ulbl, Philipp and Markidis, Stefano and Schlatter, Philipp and Schulz, Martin and Schreiber, Martin and Laure, Erwin • European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting • pp. 105--120
Programming Model Key: ju2024dynamic inproceedings
@inproceedings{ju2024dynamic,
  title={Dynamic resource management for in-situ techniques using mpi-sessions},
  author={Ju, Yi and Huber, Dominik and Perez, Adalberto and Ulbl, Philipp and Markidis, Stefano and Schlatter, Philipp and Schulz, Martin and Schreiber, Martin and Laure, Erwin},
  booktitle={European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting},
  pages={105--120},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}
Every mapping counts in large amounts: folio accounting
Hildenbrand, David and Schulz, Martin and Amit, Nadav • 2024 USENIX Annual Technical Conference (USENIX ATC 24) • pp. 1273--1282
Applications Key: hildenbrand2024every inproceedings
@inproceedings{hildenbrand2024every,
  title={Every mapping counts in large amounts: folio accounting},
  author={Hildenbrand, David and Schulz, Martin and Amit, Nadav},
  booktitle={2024 USENIX Annual Technical Conference (USENIX ATC 24)},
  pages={1273--1282},
  year={2024}
}
Exploiting Data Compression and Low Precision for Exascale Fusion Turbulence Simulations
Laukemann, Jan and Jung, Felix and Pfeiler, Carl-Martin and Jimenez, Diego and Clauss, Carsten and Dannert, Tilman and Jenko, Frank and Laure, Erwin and Schulz, Martin and Wellein, Gerhard • The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC24)
Applications Key: laukemann2024exploiting inproceedings
@inproceedings{laukemann2024exploiting,
  title={Exploiting Data Compression and Low Precision for Exascale Fusion Turbulence Simulations},
  author={Laukemann, Jan and Jung, Felix and Pfeiler, Carl-Martin and Jimenez, Diego and Clauss, Carsten and Dannert, Tilman and Jenko, Frank and Laure, Erwin and Schulz, Martin and Wellein, Gerhard},
  booktitle={The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC24)},
  year={2024}
}
Exploring the ARM Coherent Mesh Network Topology
Friese, Philipp A and Schulz, Martin • International Conference on Architecture of Computing Systems • pp. 221--235
Architecture Key: friese2024exploring inproceedings
@inproceedings{friese2024exploring,
  title={Exploring the ARM Coherent Mesh Network Topology},
  author={Friese, Philipp A and Schulz, Martin},
  booktitle={International Conference on Architecture of Computing Systems},
  pages={221--235},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}
From the physics lab to the computer lab: Towards flexible and comprehensive devops for quantum computing
Schulz, Martin and Ahmed, Hossam and Deng, Xiaolong and Echavarria, Jorge and Gammelmark, Mathias and Karlsson, Sven and Kaya, Erc{ü}ment and Reznak, Michal and Schulz, Laura Brandon and Tovey, Matthew • Proceedings of the 21st ACM International Conference on Computing Frontiers: Workshops and Special Sessions • pp. 139--143
Quantum Key: schulz2024physics inproceedings
@inproceedings{schulz2024physics,
  title={From the physics lab to the computer lab: Towards flexible and comprehensive devops for quantum computing},
  author={Schulz, Martin and Ahmed, Hossam and Deng, Xiaolong and Echavarria, Jorge and Gammelmark, Mathias and Karlsson, Sven and Kaya, Erc{\"u}ment and Reznak, Michal and Schulz, Laura Brandon and Tovey, Matthew},
  booktitle={Proceedings of the 21st ACM International Conference on Computing Frontiers: Workshops and Special Sessions},
  pages={139--143},
  year={2024}
}
Integration of quantum accelerators into hpc: Toward a unified quantum platform
Elsharkawy, Amr and Guo, Xiaorang and Schulz, Martin • 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 1 • pp. 774--783
Quantum Key: elsharkawy2024integration inproceedings
@inproceedings{elsharkawy2024integration,
  title={Integration of quantum accelerators into hpc: Toward a unified quantum platform},
  author={Elsharkawy, Amr and Guo, Xiaorang and Schulz, Martin},
  booktitle={2024 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={1},
  pages={774--783},
  year={2024},
  organization={IEEE}
}
Leveraging CPU-FPGA Co-design for Matrix Profile Computation
Huseynli, Fariz and Raoofy, Amir and Schulz, Martin • Latin American High Performance Computing Conference • pp. 127--141
Architecture Key: huseynli2024leveraging inproceedings
@inproceedings{huseynli2024leveraging,
  title={Leveraging CPU-FPGA Co-design for Matrix Profile Computation},
  author={Huseynli, Fariz and Raoofy, Amir and Schulz, Martin},
  booktitle={Latin American High Performance Computing Conference},
  pages={127--141},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}
Leveraging dynamic resource management in HPC
Dutot, Pierre-Fran{\c{c}}ois and Fecht, Jan and Gaddameedi, Keerthi and Huber, Dominik and Iserte, Sergio and Minion, Michael and Schulz, Martin and Schreiber, Martin and Sch{ü}ller, Valentina and Pe{ñ}a, Antonio J and others
HPC Key: dutot2024leveraging article
@article{dutot2024leveraging,
  title={Leveraging dynamic resource management in HPC},
  author={Dutot, Pierre-Fran{\c{c}}ois and Fecht, Jan and Gaddameedi, Keerthi and Huber, Dominik and Iserte, Sergio and Minion, Michael and Schulz, Martin and Schreiber, Martin and Sch{\"u}ller, Valentina and Pe{\~n}a, Antonio J and others},
  year={2024}
}
Leveraging Hybrid Classical-Quantum Methods for Efficient Load Rebalancing in HPC
Zawalska, Justyna and Chung, Minh and Rycerz, Katarzyna and Schulz, Laura and Schulz, Martin and Kranzlm{ü}ller, Dieter • SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1713--1722
Quantum Key: zawalska2024leveraging inproceedings
@inproceedings{zawalska2024leveraging,
  title={Leveraging Hybrid Classical-Quantum Methods for Efficient Load Rebalancing in HPC},
  author={Zawalska, Justyna and Chung, Minh and Rycerz, Katarzyna and Schulz, Laura and Schulz, Martin and Kranzlm{\"u}ller, Dieter},
  booktitle={SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1713--1722},
  year={2024},
  organization={IEEE}
}
Malleability in modern HPC systems: current experiences, challenges, and future opportunities
Tarraf, Ahmad and Schreiber, Martin and Cascajo, Alberto and Besnard, Jean-Baptiste and Vef, Marc-Andr{é} and Huber, Dominik and Happ, Sonja and Brinkmann, Andr{é} and Singh, David E and Hoppe, Hans-Christian and others • IEEE transactions on parallel and distributed systems • Vol. 35 • No. 9 • pp. 1551--1564
Programming Model Key: tarraf2024malleability article
@article{tarraf2024malleability,
  title={Malleability in modern HPC systems: current experiences, challenges, and future opportunities},
  author={Tarraf, Ahmad and Schreiber, Martin and Cascajo, Alberto and Besnard, Jean-Baptiste and Vef, Marc-Andr{\'e} and Huber, Dominik and Happ, Sonja and Brinkmann, Andr{\'e} and Singh, David E and Hoppe, Hans-Christian and others},
  journal={IEEE transactions on parallel and distributed systems},
  volume={35},
  number={9},
  pages={1551--1564},
  year={2024},
  publisher={IEEE}
}
Malleability techniques applications in high-performance computing
Carretero, Jesus and Suarez, Estela and Schulz, Martin • The International Journal of High Performance Computing Applications • Vol. 38 • No. 2 • pp. 53--54
Programming Model Key: carretero2024malleability misc
@misc{carretero2024malleability,
  title={Malleability techniques applications in high-performance computing},
  author={Carretero, Jesus and Suarez, Estela and Schulz, Martin},
  journal={The International Journal of High Performance Computing Applications},
  volume={38},
  number={2},
  pages={53--54},
  year={2024},
  publisher={SAGE Publications Sage UK: London, England}
}
Non-blocking GPU-CPU notifications to enable more GPU-CPU parallelism
Elis, Bengisu and Pearce, Olga and Boehme, David and Burmark, Jason and Schulz, Martin • Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region • pp. 1--11
Architecture Key: elis2024non inproceedings
@inproceedings{elis2024non,
  title={Non-blocking GPU-CPU notifications to enable more GPU-CPU parallelism},
  author={Elis, Bengisu and Pearce, Olga and Boehme, David and Burmark, Jason and Schulz, Martin},
  booktitle={Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region},
  pages={1--11},
  year={2024}
}
Poseidon: A Source-to-Source Translator for Holistic HPC Optimizations of Ocean Models on Regular Grids
Br{é}mond, Maurice and Brunie, Hugo and Debreu, Laurent and Ford, Rupert W and Lemari{é}, Florian and Mittermair, Anna and Porter, Andrew R and R{é}my, Julien and Rosales, Philippe and Schreiber, Martin and others • SC24
Applications Key: bremond2024poseidon inproceedings
@inproceedings{bremond2024poseidon,
  title={Poseidon: A Source-to-Source Translator for Holistic HPC Optimizations of Ocean Models on Regular Grids},
  author={Br{\'e}mond, Maurice and Brunie, Hugo and Debreu, Laurent and Ford, Rupert W and Lemari{\'e}, Florian and Mittermair, Anna and Porter, Andrew R and R{\'e}my, Julien and Rosales, Philippe and Schreiber, Martin and others},
  booktitle={SC24},
  year={2024}
}
Power Consumption and Energy Efficiency of Quantum Computing Platforms in High Performance Computing Integration
Deng, Xiaolong and Schulz, Martin and Schulz, Laura • International Conference on Parallel Processing and Applied Mathematics • pp. 325--337
Quantum Key: deng2024power inproceedings
@inproceedings{deng2024power,
  title={Power Consumption and Energy Efficiency of Quantum Computing Platforms in High Performance Computing Integration},
  author={Deng, Xiaolong and Schulz, Martin and Schulz, Laura},
  booktitle={International Conference on Parallel Processing and Applied Mathematics},
  pages={325--337},
  year={2024},
  organization={Springer Nature Switzerland Cham}
}
Qdmi-quantum device management interface: Hardware-software interface for the munich quantum software stack
Wille, Robert and Schmid, Ludwig and Stade, Yannick and Echavarria, Jorge and Schulz, Martin and Schulz, Laura and Burgholzer, Lukas • 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 573--574
Quantum Key: wille2024qdmi inproceedings
@inproceedings{wille2024qdmi,
  title={Qdmi-quantum device management interface: Hardware-software interface for the munich quantum software stack},
  author={Wille, Robert and Schmid, Ludwig and Stade, Yannick and Echavarria, Jorge and Schulz, Martin and Schulz, Laura and Burgholzer, Lukas},
  booktitle={2024 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={573--574},
  year={2024},
  organization={IEEE}
}
Qpi: A programming interface for quantum computers
Kaya, Erc{ü}ment and Mete, Burak and Schulz, Laura and Farooqi, Muhammad Nufail and Echavarria, Jorge and Schulz, Martin • 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 286--291
Quantum Key: kaya2024qpi inproceedings
@inproceedings{kaya2024qpi,
  title={Qpi: A programming interface for quantum computers},
  author={Kaya, Erc{\"u}ment and Mete, Burak and Schulz, Laura and Farooqi, Muhammad Nufail and Echavarria, Jorge and Schulz, Martin},
  booktitle={2024 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={286--291},
  year={2024},
  organization={IEEE}
}
Reinforcement Learning-Driven Co-Scheduling and Diverse Resource Assignments on NUMA Systems
Saroliya, Urvij and Arima, Eishi and Liu, Dai and Schulz, Martin • 2024 IEEE 42nd International Conference on Computer Design (ICCD) • pp. 170--178
Architecture Key: saroliya2024reinforcement inproceedings
@inproceedings{saroliya2024reinforcement,
  title={Reinforcement Learning-Driven Co-Scheduling and Diverse Resource Assignments on NUMA Systems},
  author={Saroliya, Urvij and Arima, Eishi and Liu, Dai and Schulz, Martin},
  booktitle={2024 IEEE 42nd International Conference on Computer Design (ICCD)},
  pages={170--178},
  year={2024},
  organization={IEEE}
}
Sarcomp-A High-Performance Library for SAR Processing
Schlemon, Maron and Schulz, Martin and Scheiber, Rolf and Elis, Bengisu and Jaeger, Marc • EUSAR 2024; 15th European Conference on Synthetic Aperture Radar • pp. 153--158
Applications Key: schlemon2024sarcomp inproceedings
@inproceedings{schlemon2024sarcomp,
  title={Sarcomp-A High-Performance Library for SAR Processing},
  author={Schlemon, Maron and Schulz, Martin and Scheiber, Rolf and Elis, Bengisu and Jaeger, Marc},
  booktitle={EUSAR 2024; 15th European Conference on Synthetic Aperture Radar},
  pages={153--158},
  year={2024},
  organization={VDE}
}
sys-sage: A unified representation of dynamic topologies & attributes on hpc systems
Vanecek, Stepan and Schulz, Martin • Proceedings of the 38th ACM International Conference on Supercomputing • pp. 363--375
HPC Key: vanecek2024sys inproceedings
@inproceedings{vanecek2024sys,
  title={sys-sage: A unified representation of dynamic topologies \& attributes on hpc systems},
  author={Vanecek, Stepan and Schulz, Martin},
  booktitle={Proceedings of the 38th ACM International Conference on Supercomputing},
  pages={363--375},
  year={2024}
}
The European Chips Act and its Impact on Teaching
Schulz, Martin and Pehl, Michael and Trinitis, Carsten • Proceedings of the 21st ACM International Conference on Computing Frontiers: Workshops and Special Sessions • pp. 146--146
Programming Model Key: schulz2024european inproceedings
@inproceedings{schulz2024european,
  title={The European Chips Act and its Impact on Teaching},
  author={Schulz, Martin and Pehl, Michael and Trinitis, Carsten},
  booktitle={Proceedings of the 21st ACM International Conference on Computing Frontiers: Workshops and Special Sessions},
  pages={146--146},
  year={2024}
}
A case study on PMIx-usage for dynamic resource management
Huber, Dominik and Schreiber, Martin and Schulz, Martin • International Conference on High Performance Computing • pp. 42--55
Programming Model Key: huber2023case inproceedings
@inproceedings{huber2023case,
  title={A case study on PMIx-usage for dynamic resource management},
  author={Huber, Dominik and Schreiber, Martin and Schulz, Martin},
  booktitle={International Conference on High Performance Computing},
  pages={42--55},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}
A scalable and cross-technology quantum control processor
Guo, Xiaorang and Schulz, Martin • 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL) • pp. 353--354
Quantum Key: guo2023scalable inproceedings
@inproceedings{guo2023scalable,
  title={A scalable and cross-technology quantum control processor},
  author={Guo, Xiaorang and Schulz, Martin},
  booktitle={2023 33rd International Conference on Field-Programmable Logic and Applications (FPL)},
  pages={353--354},
  year={2023},
  organization={IEEE}
}
Accelerating hpc with quantum computing: It is a software challenge too
Schulz, Martin and Ruefenacht, Martin and Kranzlm{ü}ller, Dieter and Schulz, Laura Brandon • Computing in Science & Engineering • Vol. 24 • No. 4 • pp. 60--64
Quantum Key: schulz2023accelerating article
@article{schulz2023accelerating,
  title={Accelerating hpc with quantum computing: It is a software challenge too},
  author={Schulz, Martin and Ruefenacht, Martin and Kranzlm{\"u}ller, Dieter and Schulz, Laura Brandon},
  journal={Computing in Science \& Engineering},
  volume={24},
  number={4},
  pages={60--64},
  year={2023},
  publisher={IEEE}
}
Automated geometric analysis of metallic components through picture recognition models for manufacturing technology assessments
Buechler, Tobias and Schulz, Martin and Zaeh, Michael F • Production Engineering • Vol. 17 • No. 1 • pp. 1--20
Applications Key: buechler2023automated article
@article{buechler2023automated,
  title={Automated geometric analysis of metallic components through picture recognition models for manufacturing technology assessments},
  author={Buechler, Tobias and Schulz, Martin and Zaeh, Michael F},
  journal={Production Engineering},
  volume={17},
  number={1},
  pages={1--20},
  year={2023},
  publisher={Springer Berlin Heidelberg Berlin/Heidelberg}
}
Challenges in hpcqc integration
Elsharkawy, Amr and To, Xiao-Ting Michelle and Seitz, Philipp and Chen, Yanbin and Stade, Yannick and Geiger, Manuel and Huang, Qunsheng and Guo, Xiaorang and Ansari, Muhammad Arslan and Ruefenacht, Martin and others • 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 405--406
Quantum Key: elsharkawy2023challenges inproceedings
@inproceedings{elsharkawy2023challenges,
  title={Challenges in hpcqc integration},
  author={Elsharkawy, Amr and To, Xiao-Ting Michelle and Seitz, Philipp and Chen, Yanbin and Stade, Yannick and Geiger, Manuel and Huang, Qunsheng and Guo, Xiaorang and Ansari, Muhammad Arslan and Ruefenacht, Martin and others},
  booktitle={2023 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={405--406},
  year={2023},
  organization={IEEE}
}
Copy-on-pin: The missing piece for correct copy-on-write
Hildenbrand, David and Schulz, Martin and Amit, Nadav • Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 • pp. 176--191
Applications Key: hildenbrand2023copy inproceedings
@inproceedings{hildenbrand2023copy,
  title={Copy-on-pin: The missing piece for correct copy-on-write},
  author={Hildenbrand, David and Schulz, Martin and Amit, Nadav},
  booktitle={Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2},
  pages={176--191},
  year={2023}
}
Dds implementations as real-time middleware--a systematic evaluation
Bode, Vincent and Trinitis, Carsten and Schulz, Martin and Buettner, David and Preclik, Tobias • 2023 IEEE 29th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA) • pp. 186--195
Edge/IoT Key: bode2023dds inproceedings
@inproceedings{bode2023dds,
  title={Dds implementations as real-time middleware--a systematic evaluation},
  author={Bode, Vincent and Trinitis, Carsten and Schulz, Martin and Buettner, David and Preclik, Tobias},
  booktitle={2023 IEEE 29th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA)},
  pages={186--195},
  year={2023},
  organization={IEEE}
}
Federated learning via decentralized dataset distillation in resource-constrained edge environments
Song, Rui and Liu, Dai and Chen, Dave Zhenyu and Festag, Andreas and Trinitis, Carsten and Schulz, Martin and Knoll, Alois • 2023 International Joint Conference on Neural Networks (IJCNN) • pp. 1--10
Edge/IoT Key: song2023federated inproceedings
@inproceedings{song2023federated,
  title={Federated learning via decentralized dataset distillation in resource-constrained edge environments},
  author={Song, Rui and Liu, Dai and Chen, Dave Zhenyu and Festag, Andreas and Trinitis, Carsten and Schulz, Martin and Knoll, Alois},
  booktitle={2023 International Joint Conference on Neural Networks (IJCNN)},
  pages={1--10},
  year={2023},
  organization={IEEE}
}
GPUscout: locating data movement-related bottlenecks on GPUs
Sen, Soumya and Vanecek, Stepan and Schulz, Martin • Proceedings of the SC'23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis • pp. 1392--1402
Architecture Key: sen2023gpuscout inproceedings
@inproceedings{sen2023gpuscout,
  title={GPUscout: locating data movement-related bottlenecks on GPUs},
  author={Sen, Soumya and Vanecek, Stepan and Schulz, Martin},
  booktitle={Proceedings of the SC'23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis},
  pages={1392--1402},
  year={2023}
}
Greencourier: Carbon-aware scheduling for serverless functions
Chadha, Mohak and Subramanian, Thandayuthapani and Arima, Eishi and Gerndt, Michael and Schulz, Martin and Abboud, Osama • Proceedings of the 9th International Workshop on Serverless Computing • pp. 18--23
Applications Key: chadha2023greencourier inproceedings
@inproceedings{chadha2023greencourier,
  title={Greencourier: Carbon-aware scheduling for serverless functions},
  author={Chadha, Mohak and Subramanian, Thandayuthapani and Arima, Eishi and Gerndt, Michael and Schulz, Martin and Abboud, Osama},
  booktitle={Proceedings of the 9th International Workshop on Serverless Computing},
  pages={18--23},
  year={2023}
}
Hierarchical resource partitioning on modern GPUs: A reinforcement learning approach
Saroliya, Urvij and Arima, Eishi and Liu, Dai and Schulz, Martin • 2023 IEEE International Conference on Cluster Computing (CLUSTER) • pp. 185--196
Architecture Key: saroliya2023hierarchical inproceedings
@inproceedings{saroliya2023hierarchical,
  title={Hierarchical resource partitioning on modern GPUs: A reinforcement learning approach},
  author={Saroliya, Urvij and Arima, Eishi and Liu, Dai and Schulz, Martin},
  booktitle={2023 IEEE International Conference on Cluster Computing (CLUSTER)},
  pages={185--196},
  year={2023},
  organization={IEEE}
}
Hisep-q: A highly scalable and efficient quantum control processor for superconducting qubits
Guo, Xiaorang and Qin, Kun and Schulz, Martin • 2023 IEEE 41st International Conference on Computer Design (ICCD) • pp. 86--93
Quantum Key: guo2023hisep inproceedings
@inproceedings{guo2023hisep,
  title={Hisep-q: A highly scalable and efficient quantum control processor for superconducting qubits},
  author={Guo, Xiaorang and Qin, Kun and Schulz, Martin},
  booktitle={2023 IEEE 41st International Conference on Computer Design (ICCD)},
  pages={86--93},
  year={2023},
  organization={IEEE}
}
OpenCUBE: Building an Open Source Cloud Blueprint with EPI Systems
Peng, Ivy and Schulz, Martin and Haus, Utz-Uwe and Prunty, Craig and Marcuello, Pedro and Danovaro, Emanuele and Schieffer, Gabin and Wahlgren, Jacob and Medeiros, Daniel and Friese, Philipp and others • European Conference on Parallel Processing • pp. 260--264
Applications Key: peng2023opencube inproceedings
@inproceedings{peng2023opencube,
  title={OpenCUBE: Building an Open Source Cloud Blueprint with EPI Systems},
  author={Peng, Ivy and Schulz, Martin and Haus, Utz-Uwe and Prunty, Craig and Marcuello, Pedro and Danovaro, Emanuele and Schieffer, Gabin and Wahlgren, Jacob and Medeiros, Daniel and Friese, Philipp and others},
  booktitle={European Conference on Parallel Processing},
  pages={260--264},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}
Overcoming weak scaling challenges in tree-based nearest neighbor time series mining
Raoofy, Amir and Karlstetter, Roman and Schreiber, Martin and Trinitis, Carsten and Schulz, Martin • International Conference on High Performance Computing • pp. 317--338
HPC Key: raoofy2023overcoming inproceedings
@inproceedings{raoofy2023overcoming,
  title={Overcoming weak scaling challenges in tree-based nearest neighbor time series mining},
  author={Raoofy, Amir and Karlstetter, Roman and Schreiber, Martin and Trinitis, Carsten and Schulz, Martin},
  booktitle={International Conference on High Performance Computing},
  pages={317--338},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}
PFASST with dynamic resource management for large-scale applications
Huber, Dominik and Bungartz, Hans-Joachim and Fecht, Jan and Gaddameedi, Keerthi and Schreiber, Martin and Schulz, Martin and Neckel, Tobias and Sch{ü}ller, Valentina • 12th Workshop on Parallel-in-Time Integration
Applications Key: huber2023pfasst inproceedings
@inproceedings{huber2023pfasst,
  title={PFASST with dynamic resource management for large-scale applications},
  author={Huber, Dominik and Bungartz, Hans-Joachim and Fecht, Jan and Gaddameedi, Keerthi and Schreiber, Martin and Schulz, Martin and Neckel, Tobias and Sch{\"u}ller, Valentina},
  booktitle={12th Workshop on Parallel-in-Time Integration},
  year={2023}
}
Probabilistic job history conversion and performance model generation for malleable scheduling simulations
Compr{é}s, Isa{\'\i}as and Arima, Eishi and Schulz, Martin and Rotaru, Tiberiu and Machado, Rui • International Conference on High Performance Computing • pp. 82--94
HPC Key: compres2023probabilistic inproceedings
@inproceedings{compres2023probabilistic,
  title={Probabilistic job history conversion and performance model generation for malleable scheduling simulations},
  author={Compr{\'e}s, Isa{\'\i}as and Arima, Eishi and Schulz, Martin and Rotaru, Tiberiu and Machado, Rui},
  booktitle={International Conference on High Performance Computing},
  pages={82--94},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}
Quantum computer metrics and hpc center environmental sensor data analysis towards fidelity prediction
Ahmed, Hossam and Deng, Xiaolong and Heller, Helmut and Guillen, Carla and Zulfiqar, Asim and Ruefnacht, Martin and Jamadagni, Amit and Tovey, Matthew and Schulz, Martin and Schulz, Laura • 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 154--160
Quantum Key: ahmed2023quantum inproceedings
@inproceedings{ahmed2023quantum,
  title={Quantum computer metrics and hpc center environmental sensor data analysis towards fidelity prediction},
  author={Ahmed, Hossam and Deng, Xiaolong and Heller, Helmut and Guillen, Carla and Zulfiqar, Asim and Ruefnacht, Martin and Jamadagni, Amit and Tovey, Matthew and Schulz, Martin and Schulz, Laura},
  booktitle={2023 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={154--160},
  year={2023},
  organization={IEEE}
}
Real-Time Capability of Dlr's Beamforming Synthetic Aperture Radar Processing Architecture
Schlemon, Maron and Schulz, Martin and Scheiber, Rolf and J{ä}ger, Marc and Oliva, Joel Amao • IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium • pp. 8351--8354
Edge/IoT Key: schlemon2023real inproceedings
@inproceedings{schlemon2023real,
  title={Real-Time Capability of Dlr's Beamforming Synthetic Aperture Radar Processing Architecture},
  author={Schlemon, Maron and Schulz, Martin and Scheiber, Rolf and J{\"a}ger, Marc and Oliva, Joel Amao},
  booktitle={IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium},
  pages={8351--8354},
  year={2023},
  organization={IEEE}
}
Realistic neutral atom image simulation
Winklmann, Jonas and Tsevas, Dimitrios and Schulz, Martin • 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 1 • pp. 1349--1359
Quantum Key: winklmann2023realistic inproceedings
@inproceedings{winklmann2023realistic,
  title={Realistic neutral atom image simulation},
  author={Winklmann, Jonas and Tsevas, Dimitrios and Schulz, Martin},
  booktitle={2023 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={1},
  pages={1349--1359},
  year={2023},
  organization={IEEE}
}
Sustainability in hpc: Vision and opportunities
Chadha, Mohak and Arima, Eishi and Raoofy, Amir and Gerndt, Michael and Schulz, Martin • Proceedings of the SC'23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis • pp. 1876--1880
HPC Key: chadha2023sustainability inproceedings
@inproceedings{chadha2023sustainability,
  title={Sustainability in hpc: Vision and opportunities},
  author={Chadha, Mohak and Arima, Eishi and Raoofy, Amir and Gerndt, Michael and Schulz, Martin},
  booktitle={Proceedings of the SC'23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis},
  pages={1876--1880},
  year={2023}
}
Sys-sage: a fresh view on dynamic topologies & attributes of HPC systems
Vanecek, Stepan and Schulz, Martin • SC’23: The International Conference for High Performance Computing, Networking, Storage and Analysis
HPC Key: vanecek2023sys inproceedings
@inproceedings{vanecek2023sys,
  title={Sys-sage: a fresh view on dynamic topologies \& attributes of HPC systems},
  author={Vanecek, Stepan and Schulz, Martin},
  booktitle={SC’23: The International Conference for High Performance Computing, Networking, Storage and Analysis},
  year={2023},
  organization={ACM Denver, CO, USA}
}
Systematic analysis of dds implementations
Bode, Vincent and Buettner, David and Preclik, Tobias and Trinitis, Carsten and Schulz, Martin • Proceedings of the 24th International Middleware Conference • pp. 234--246
Edge/IoT Key: bode2023systematic inproceedings
@inproceedings{bode2023systematic,
  title={Systematic analysis of dds implementations},
  author={Bode, Vincent and Buettner, David and Preclik, Tobias and Trinitis, Carsten and Schulz, Martin},
  booktitle={Proceedings of the 24th International Middleware Conference},
  pages={234--246},
  year={2023}
}
Toward a unified hybrid hpcqc toolchain
Seitz, Philipp and Elsharkawy, Amr and To, Xiao-Ting Michelle and Schulz, Martin • 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 96--102
Quantum Key: seitz2023toward inproceedings
@inproceedings{seitz2023toward,
  title={Toward a unified hybrid hpcqc toolchain},
  author={Seitz, Philipp and Elsharkawy, Amr and To, Xiao-Ting Michelle and Schulz, Martin},
  booktitle={2023 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={96--102},
  year={2023},
  organization={IEEE}
}
Towards the munich quantum software stack: Enabling efficient access and tool support for quantum computers
Schulz, Martin and Schulz, Laura and Ruefenacht, Martin and Wille, Robert • 2023 IEEE International Conference on Quantum Computing and Engineering (QCE) • Vol. 2 • pp. 399--400
Quantum Key: schulz2023towards inproceedings
@inproceedings{schulz2023towards,
  title={Towards the munich quantum software stack: Enabling efficient access and tool support for quantum computers},
  author={Schulz, Martin and Schulz, Laura and Ruefenacht, Martin and Wille, Robert},
  booktitle={2023 IEEE International Conference on Quantum Computing and Engineering (QCE)},
  volume={2},
  pages={399--400},
  year={2023},
  organization={IEEE}
}
Using Hardware performance Footprints of HPC Benchmarks for job embedding
Eckhardt, Jonas and M{ü}ller, Matthias S and Schulz, Martin and Sch{ü}rhoff, Daniel • Fachgruppe Informatik
Architecture Key: eckhardt2023using techreport
@techreport{eckhardt2023using,
  title={Using Hardware performance Footprints of HPC Benchmarks for job embedding},
  author={Eckhardt, Jonas and M{\"u}ller, Matthias S and Schulz, Martin and Sch{\"u}rhoff, Daniel},
  year={2023},
  institution={Fachgruppe Informatik}
}
Workflows Community Summit 2022: A Roadmap Revolution
Ferreira Da Silva, Rafael and Badia, Rosa and Bala, Venkat and Bard, Deborah and Bremer, Peer-Timo and Buckley, Ian and Caino-Lores, Silvina and Chard, Kyle and Goble, Carole and Jha, Shantenu and Schulz, Martin and others • Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Applications Key: ferreira2023workflows techreport
@techreport{ferreira2023workflows,
  title={Workflows Community Summit 2022: A Roadmap Revolution},
  author={Ferreira Da Silva, Rafael and Badia, Rosa and Bala, Venkat and Bard, Deborah and Bremer, Peer-Timo and Buckley, Ian and Caino-Lores, Silvina and Chard, Kyle and Goble, Carole and Jha, Shantenu and Schulz, Martin and others},
  year={2023},
  institution={Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)}
}
27th International Workshop on High-Level Parallel Programming Models and Supportive Environments (HIPS 2022)
Li, Jiajia and Eigenmann, Rudolf and Gerndt, Michael and Mueller, Frank and Rasmussen, Craig and Schulz, Martin and Belviranli, Mehmet Esat and Chen, Guoyang and Cui, Huimin and Danalis, Anthony and others
Applications Key: li202227th article
@article{li202227th,
  title={27th International Workshop on High-Level Parallel Programming Models and Supportive Environments (HIPS 2022)},
  author={Li, Jiajia and Eigenmann, Rudolf and Gerndt, Michael and Mueller, Frank and Rasmussen, Craig and Schulz, Martin and Belviranli, Mehmet Esat and Chen, Guoyang and Cui, Huimin and Danalis, Anthony and others},
  year={2022}
}
An emulation layer for dynamic resources with MPI sessions
Fecht, Jan and Schreiber, Martin and Schulz, Martin and Pritchard, Howard and Holmes, Daniel J • International Conference on High Performance Computing • pp. 147--161
Programming Model Key: fecht2022emulation inproceedings
@inproceedings{fecht2022emulation,
  title={An emulation layer for dynamic resources with MPI sessions},
  author={Fecht, Jan and Schreiber, Martin and Schulz, Martin and Pritchard, Howard and Holmes, Daniel J},
  booktitle={International Conference on High Performance Computing},
  pages={147--161},
  year={2022},
  organization={Springer International Publishing Cham}
}
Architecture of Computing Systems: 35th International Conference, ARCS 2022, Heilbronn, Germany, September 13-15, 2022: Proceedings
Papadopoulou, Nikela and Pionteck, Thilo and Schulz, Martin and Trinitis, Carsten • Springer
Architecture Key: papadopoulou2022architecture misc
@misc{papadopoulou2022architecture,
  title={Architecture of Computing Systems: 35th International Conference, ARCS 2022, Heilbronn, Germany, September 13-15, 2022: Proceedings},
  author={Papadopoulou, Nikela and Pionteck, Thilo and Schulz, Martin and Trinitis, Carsten},
  year={2022},
  publisher={Springer}
}
Bringing quantum acceleration to supercomputers
Ruefenacht, Martin and Taketani, Bruno G and L{ä}hteenm{ä}ki, PASI and Bergholm, VILLE and Kranzlm{ü}ller, DIETER and Schulz, LAURA and Schulz, MARTIN • IQM/LRZ Technical Report, https://www. quantu m. lrz. de/fileadmin/QIC/Downloads/IQM HPC-QC-Integration-White paper. pdf
Quantum Key: ruefenacht2022bringing article
@article{ruefenacht2022bringing,
  title={Bringing quantum acceleration to supercomputers},
  author={Ruefenacht, Martin and Taketani, Bruno G and L{\"a}hteenm{\"a}ki, PASI and Bergholm, VILLE and Kranzlm{\"u}ller, DIETER and Schulz, LAURA and Schulz, MARTIN},
  journal={IQM/LRZ Technical Report, https://www. quantu m. lrz. de/fileadmin/QIC/Downloads/IQM HPC-QC-Integration-White paper. pdf},
  year={2022}
}
Energy efficient frequency scaling on gpus in heterogeneous hpc systems
Kraljic, Karlo and Kerger, Daniel and Schulz, Martin • International Conference on Architecture of Computing Systems • pp. 3--16
Architecture Key: kraljic2022energy inproceedings
@inproceedings{kraljic2022energy,
  title={Energy efficient frequency scaling on gpus in heterogeneous hpc systems},
  author={Kraljic, Karlo and Kerger, Daniel and Schulz, Martin},
  booktitle={International Conference on Architecture of Computing Systems},
  pages={3--16},
  year={2022},
  organization={Springer International Publishing Cham}
}
Exploiting reduced precision for GPU-based time series mining
Ju, Yi and Raoofy, Amir and Yang, Dai and Laure, Erwin and Schulz, Martin • 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) • pp. 124--134
Architecture Key: ju2022exploiting inproceedings
@inproceedings{ju2022exploiting,
  title={Exploiting reduced precision for GPU-based time series mining},
  author={Ju, Yi and Raoofy, Amir and Yang, Dai and Laure, Erwin and Schulz, Martin},
  booktitle={2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
  pages={124--134},
  year={2022},
  organization={IEEE}
}
Malleability Techniques and Applications in High-Performance Computing (HPCMALL 2022)
Carretero, Jes{ú}s and Schulz, Martin and Suarez, Estela • High Performance Computing • pp. 124
Programming Model Key: carretero2022malleability inproceedings
@inproceedings{carretero2022malleability,
  title={Malleability Techniques and Applications in High-Performance Computing (HPCMALL 2022)},
  author={Carretero, Jes{\'u}s and Schulz, Martin and Suarez, Estela},
  booktitle={High Performance Computing},
  pages={124},
  year={2022}
}
On the convergence of malleability and the HPC powerstack: exploiting dynamism in over-provisioned and power-constrained HPC systems
Arima, Eishi and Compr{é}s, A Isa{\'\i}as and Schulz, Martin • International Conference on High Performance Computing • pp. 206--217
Programming Model Key: arima2022convergence inproceedings
@inproceedings{arima2022convergence,
  title={On the convergence of malleability and the HPC powerstack: exploiting dynamism in over-provisioned and power-constrained HPC systems},
  author={Arima, Eishi and Compr{\'e}s, A Isa{\'\i}as and Schulz, Martin},
  booktitle={International Conference on High Performance Computing},
  pages={206--217},
  year={2022},
  organization={Springer International Publishing Cham}
}
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments
Netti, Alessio and Ott, Michael and Guillen, Carla and Tafani, Daniele and Schulz, Martin • Parallel Computing • Vol. 113 • pp. 102950
HPC Key: netti2022operational article
@article{netti2022operational,
  title={Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments},
  author={Netti, Alessio and Ott, Michael and Guillen, Carla and Tafani, Daniele and Schulz, Martin},
  journal={Parallel Computing},
  volume={113},
  pages={102950},
  year={2022},
  publisher={North-Holland}
}
Optimizing hardware resource partitioning and job allocations on modern gpus under power caps
Arima, Eishi and Kang, Minjoon and Saba, Issa and Weidendorfer, Josef and Trinitis, Carsten and Schulz, Martin • Workshop Proceedings of the 51st International Conference on Parallel Processing • pp. 1--10
Architecture Key: arima2022optimizing inproceedings
@inproceedings{arima2022optimizing,
  title={Optimizing hardware resource partitioning and job allocations on modern gpus under power caps},
  author={Arima, Eishi and Kang, Minjoon and Saba, Issa and Weidendorfer, Josef and Trinitis, Carsten and Schulz, Martin},
  booktitle={Workshop Proceedings of the 51st International Conference on Parallel Processing},
  pages={1--10},
  year={2022}
}
Orchestrated co-scheduling, resource partitioning, and power capping on CPU-GPU heterogeneous systems via machine learning
Saba, Issa and Arima, Eishi and Liu, Dai and Schulz, Martin • International Conference on Architecture of Computing Systems • pp. 51--67
AI Key: saba2022orchestrated inproceedings
@inproceedings{saba2022orchestrated,
  title={Orchestrated co-scheduling, resource partitioning, and power capping on CPU-GPU heterogeneous systems via machine learning},
  author={Saba, Issa and Arima, Eishi and Liu, Dai and Schulz, Martin},
  booktitle={International Conference on Architecture of Computing Systems},
  pages={51--67},
  year={2022},
  organization={Springer International Publishing Cham}
}
Predicting the optimizability for workflow decisions
Mete, Burak and Schulz, Martin and Ruefenacht, Martin • 2022 IEEE/ACM Third International Workshop on Quantum Computing Software (QCS) • pp. 68--74
Quantum Key: mete2022predicting inproceedings
@inproceedings{mete2022predicting,
  title={Predicting the optimizability for workflow decisions},
  author={Mete, Burak and Schulz, Martin and Ruefenacht, Martin},
  booktitle={2022 IEEE/ACM Third International Workshop on Quantum Computing Software (QCS)},
  pages={68--74},
  year={2022},
  organization={IEEE}
}
Querying Distributed Sensor Streams in the Edge-to-Cloud Continuum
Karlstetter, Roman and Widhopf-Fenk, Robert and Schulz, Martin • 2022 IEEE International Conference on Edge Computing and Communications (EDGE) • pp. 192--197
Edge/IoT Key: karlstetter2022querying inproceedings
@inproceedings{karlstetter2022querying,
  title={Querying Distributed Sensor Streams in the Edge-to-Cloud Continuum},
  author={Karlstetter, Roman and Widhopf-Fenk, Robert and Schulz, Martin},
  booktitle={2022 IEEE International Conference on Edge Computing and Communications (EDGE)},
  pages={192--197},
  year={2022},
  organization={IEEE}
}
Resiliency in numerical algorithm design for extreme scale simulations
Agullo, Emmanuel and Altenbernd, Mirco and Anzt, Hartwig and Bautista-Gomez, Leonardo and Benacchio, Tommaso and Bonaventura, Luca and Bungartz, Hans-Joachim and Chatterjee, Sanjay and Ciorba, Florina M and DeBardeleben, Nathan and others • The international journal of high performance computing applications • Vol. 36 • No. 2 • pp. 251--285
HPC Key: agullo2022resiliency article
@article{agullo2022resiliency,
  title={Resiliency in numerical algorithm design for extreme scale simulations},
  author={Agullo, Emmanuel and Altenbernd, Mirco and Anzt, Hartwig and Bautista-Gomez, Leonardo and Benacchio, Tommaso and Bonaventura, Luca and Bungartz, Hans-Joachim and Chatterjee, Sanjay and Ciorba, Florina M and DeBardeleben, Nathan and others},
  journal={The international journal of high performance computing applications},
  volume={36},
  number={2},
  pages={251--285},
  year={2022},
  publisher={SAGE Publications Sage UK: London, England}
}
Resource-Constrained Optimizations For Synthetic Aperture Radar On-Board Image Processing
Schlemon, Maron and Schulz, Martin and Scheiber, Rolf • 2022 IEEE High Performance Extreme Computing Conference (HPEC) • pp. 1--8
Applications Key: schlemon2022resource inproceedings
@inproceedings{schlemon2022resource,
  title={Resource-Constrained Optimizations For Synthetic Aperture Radar On-Board Image Processing},
  author={Schlemon, Maron and Schulz, Martin and Scheiber, Rolf},
  booktitle={2022 IEEE High Performance Extreme Computing Conference (HPEC)},
  pages={1--8},
  year={2022},
  organization={IEEE}
}
Survey of frameworks for inference of neural networks in space data systems
Ghiglione, Max and Serra, Vittorio and Raoofy, Amir and Dax, Gabriel and Trinitis, Carsten and Werner, Martin and Schulz, Martin and Furano, Gianluca • Data Systems in Aerospace (DASIA). Eurospace
AI Key: ghiglione2022survey article
@article{ghiglione2022survey,
  title={Survey of frameworks for inference of neural networks in space data systems},
  author={Ghiglione, Max and Serra, Vittorio and Raoofy, Amir and Dax, Gabriel and Trinitis, Carsten and Werner, Martin and Schulz, Martin and Furano, Gianluca},
  journal={Data Systems in Aerospace (DASIA). Eurospace},
  year={2022}
}
Towards dynamic resource management with MPI sessions and PMIx
Huber, Dominik and Streubel, Maximilian and Compr{é}s, Isa{\'\i}as and Schulz, Martin and Schreiber, Martin and Pritchard, Howard • Proceedings of the 29th European MPI Users' Group Meeting • pp. 57--67
Programming Model Key: huber2022towards inproceedings
@inproceedings{huber2022towards,
  title={Towards dynamic resource management with MPI sessions and PMIx},
  author={Huber, Dominik and Streubel, Maximilian and Compr{\'e}s, Isa{\'\i}as and Schulz, Martin and Schreiber, Martin and Pritchard, Howard},
  booktitle={Proceedings of the 29th European MPI Users' Group Meeting},
  pages={57--67},
  year={2022}
}
A next-generation discontinuous Galerkin fluid dynamics solver with application to high-resolution lung airflow simulations
Kronbichler, Martin and Fehn, Niklas and Munch, Peter and Bergbauer, Maximilian and Wichmann, Karl-Robert and Geitner, Carolin and Allalen, Momme and Schulz, Martin and Wall, Wolfgang A • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--15
Applications Key: kronbichler2021next inproceedings
@inproceedings{kronbichler2021next,
  title={A next-generation discontinuous Galerkin fluid dynamics solver with application to high-resolution lung airflow simulations},
  author={Kronbichler, Martin and Fehn, Niklas and Munch, Peter and Bergbauer, Maximilian and Wichmann, Karl-Robert and Geitner, Carolin and Allalen, Momme and Schulz, Martin and Wall, Wolfgang A},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--15},
  year={2021}
}
Benchmarking Machine Learning Inference in FPGA-based Accelerated Space Applications
Raoofy, Amir and Dax, Gabriel and Ghiglione, Max and Langer, Martin and Trinitis, Carsten and Werner, Martin and Schulz, Martin • Proceedings of the Workshop on Benchmarking Machine Learning Workloads co-located with IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)
AI Key: raoofy2021benchmarking inproceedings
@inproceedings{raoofy2021benchmarking,
  title={Benchmarking Machine Learning Inference in FPGA-based Accelerated Space Applications},
  author={Raoofy, Amir and Dax, Gabriel and Ghiglione, Max and Langer, Martin and Trinitis, Carsten and Werner, Martin and Schulz, Martin},
  booktitle={Proceedings of the Workshop on Benchmarking Machine Learning Workloads co-located with IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)},
  year={2021}
}
Correlation-wise smoothing: Lightweight knowledge extraction for HPC monitoring data
Netti, Alessio and Tafani, Daniele and Ott, Michael and Schulz, Martin • 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS) • pp. 2--12
Edge/IoT Key: netti2021correlation inproceedings
@inproceedings{netti2021correlation,
  title={Correlation-wise smoothing: Lightweight knowledge extraction for HPC monitoring data},
  author={Netti, Alessio and Tafani, Daniele and Ott, Michael and Schulz, Martin},
  booktitle={2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
  pages={2--12},
  year={2021},
  organization={IEEE}
}
Efficient LLVM-based dynamic binary translation
Engelke, Alexis and Okwieka, Dominik and Schulz, Martin • Proceedings of the 17th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments • pp. 165--171
Applications Key: engelke2021efficient inproceedings
@inproceedings{engelke2021efficient,
  title={Efficient LLVM-based dynamic binary translation},
  author={Engelke, Alexis and Okwieka, Dominik and Schulz, Martin},
  booktitle={Proceedings of the 17th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments},
  pages={165--171},
  year={2021}
}
Graph-based multi-core higher-order time integration of linear autonomous partial differential equations
Huber, Dominik and Schreiber, Martin and Schulz, Martin • Journal of Computational Science • Vol. 53 • pp. 101349
Applications Key: huber2021graph article
@article{huber2021graph,
  title={Graph-based multi-core higher-order time integration of linear autonomous partial differential equations},
  author={Huber, Dominik and Schreiber, Martin and Schulz, Martin},
  journal={Journal of Computational Science},
  volume={53},
  pages={101349},
  year={2021},
  publisher={Elsevier}
}
Guest Editorial: Special Issue on Computing Frontiers: Preface
Schulz, Martin and Sato, Kento • Journal of Signal Processing Systems • Vol. 93 • No. 4 • pp. 389--390
Applications Key: schulz2021guest article
@article{schulz2021guest,
  title={Guest Editorial: Special Issue on Computing Frontiers: Preface},
  author={Schulz, Martin and Sato, Kento},
  journal={Journal of Signal Processing Systems},
  volume={93},
  number={4},
  pages={389--390},
  year={2021},
  publisher={Springer US New York}
}
Living on the edge: Efficient handling of large scale sensor data
Karlstetter, Roman and Raoofy, Amir and Radev, Martin and Trinitis, Carsten and Hermann, Jakob and Schulz, Martin • 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid) • pp. 1--10
Edge/IoT Key: karlstetter2021living inproceedings
@inproceedings{karlstetter2021living,
  title={Living on the edge: Efficient handling of large scale sensor data},
  author={Karlstetter, Roman and Raoofy, Amir and Radev, Martin and Trinitis, Carsten and Hermann, Jakob and Schulz, Martin},
  booktitle={2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid)},
  pages={1--10},
  year={2021},
  organization={IEEE}
}
Machine learning application benchmark for in-orbit on-board data processing
Ghiglione, Max and Raoofy, Amir and Dax, Gabriel and Furano, Gianluca and Wiest, Richard and Trinitis, Carsten and Werner, Martin and Schulz, Martin and Langer, Martin • European Workshop on On-Board Data Processing
AI Key: ghiglione2021machine inproceedings
@inproceedings{ghiglione2021machine,
  title={Machine learning application benchmark for in-orbit on-board data processing},
  author={Ghiglione, Max and Raoofy, Amir and Dax, Gabriel and Furano, Gianluca and Wiest, Richard and Trinitis, Carsten and Werner, Martin and Schulz, Martin and Langer, Martin},
  booktitle={European Workshop on On-Board Data Processing},
  year={2021}
}
On the exploration and optimization of high-dimensional architectural design space
Bode, Vincent and Huseynli, Fariz and Schreiber, Martin and Trinitis, Carsten and Schulz, Martin • Proceedings of the 2021 on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn STrategy • pp. 19--26
Applications Key: bode2021exploration incollection
@incollection{bode2021exploration,
  title={On the exploration and optimization of high-dimensional architectural design space},
  author={Bode, Vincent and Huseynli, Fariz and Schreiber, Martin and Trinitis, Carsten and Schulz, Martin},
  booktitle={Proceedings of the 2021 on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn STrategy},
  pages={19--26},
  year={2021}
}
On the inevitability of integrated HPC systems and how they will change HPC system operations
Schulz, Martin and Kranzlm{ü}ller, Dieter and Schulz, Laura Brandon and Trinitis, Carsten and Weidendorfer, Josef • Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies • pp. 1--6
HPC Key: schulz2021inevitability inproceedings
@inproceedings{schulz2021inevitability,
  title={On the inevitability of integrated HPC systems and how they will change HPC system operations},
  author={Schulz, Martin and Kranzlm{\"u}ller, Dieter and Schulz, Laura Brandon and Trinitis, Carsten and Weidendorfer, Josef},
  booktitle={Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies},
  pages={1--6},
  year={2021}
}
Quantum algorithms for solving ordinary differential equations via classical integration methods
Zanger, Benjamin and Mendl, Christian B and Schulz, Martin and Schreiber, Martin • Quantum • Vol. 5 • pp. 502
Quantum Key: zanger2021quantum article
@article{zanger2021quantum,
  title={Quantum algorithms for solving ordinary differential equations via classical integration methods},
  author={Zanger, Benjamin and Mendl, Christian B and Schulz, Martin and Schreiber, Martin},
  journal={Quantum},
  volume={5},
  pages={502},
  year={2021},
  publisher={Verein zur F{\"o}rderung des Open Access Publizierens in den Quantenwissenschaften}
}
The MPI Tool Interfaces: Past, Present, and Future—Capabilities and Prospects
Schulz, Martin and Hermanns, Marc-Andr{é} and Knobloch, Michael and Mohror, Kathryn and Hjelm, Nathan T and Elis, Bengisu and Kraljic, Karlo and Yang, Dai • Tools for High Performance Computing 2018/2019: Proceedings of the 12th and of the 13th International Workshop on Parallel Tools for High Performance Computing, Stuttgart, Germany, September 2018, and Dresden, Germany, September 2019 • pp. 55--83
Programming Model Key: schulz2021mpi inproceedings
@inproceedings{schulz2021mpi,
  title={The MPI Tool Interfaces: Past, Present, and Future—Capabilities and Prospects},
  author={Schulz, Martin and Hermanns, Marc-Andr{\'e} and Knobloch, Michael and Mohror, Kathryn and Hjelm, Nathan T and Elis, Bengisu and Kraljic, Karlo and Yang, Dai},
  booktitle={Tools for High Performance Computing 2018/2019: Proceedings of the 12th and of the 13th International Workshop on Parallel Tools for High Performance Computing, Stuttgart, Germany, September 2018, and Dresden, Germany, September 2019},
  pages={55--83},
  year={2021},
  organization={Springer International Publishing Cham}
}
Toward Dynamic Orchestration of Data/Power/Process Management for Hybrid Memory Based Systems
Arima, Eishi and Trinitis, Carsten and Schulz, Martin • Tagungsband des FG-BS Herbsttreffens 2021 • pp. 10--18420
Architecture Key: arima2021toward inproceedings
@inproceedings{arima2021toward,
  title={Toward Dynamic Orchestration of Data/Power/Process Management for Hybrid Memory Based Systems},
  author={Arima, Eishi and Trinitis, Carsten and Schulz, Martin},
  booktitle={Tagungsband des FG-BS Herbsttreffens 2021},
  pages={10--18420},
  year={2021},
  organization={Gesellschaft f{\"u}r Informatik eV}
}
Understanding I/O behavior in scientific and data-intensive computing (Dagstuhl Seminar 21332)
Carns, Philip and Kunkel, Julian and Mohror, Kathryn and Schulz, Martin • Dagstuhl reports • Vol. 11 • No. 7 • pp. 16--75
Applications Key: carns2021understanding article
@article{carns2021understanding,
  title={Understanding I/O behavior in scientific and data-intensive computing (Dagstuhl Seminar 21332)},
  author={Carns, Philip and Kunkel, Julian and Mohror, Kathryn and Schulz, Martin},
  journal={Dagstuhl reports},
  volume={11},
  number={7},
  pages={16--75},
  year={2021},
  publisher={Schloss Dagstuhl--Leibniz-Zentrum f{\"u}r Informatik}
}
Virtio-mem: Paravirtualized memory hot (un) plug
Hildenbrand, David and Schulz, Martin • Proceedings of the 17th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments • pp. 1--14
Architecture Key: hildenbrand2021virtio inproceedings
@inproceedings{hildenbrand2021virtio,
  title={Virtio-mem: Paravirtualized memory hot (un) plug},
  author={Hildenbrand, David and Schulz, Martin},
  booktitle={Proceedings of the 17th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments},
  pages={1--14},
  year={2021}
}
A survey of MPI usage in the US exascale computing project
Bernholdt, David E and Boehm, Swen and Bosilca, George and Gorentla Venkata, Manjunath and Grant, Ryan E and Naughton, Thomas and Pritchard, Howard P and Schulz, Martin and Vallee, Geoffroy R • Concurrency and Computation: Practice and Experience • Vol. 32 • No. 3 • pp. e4851
Programming Model Key: bernholdt2020survey article
@article{bernholdt2020survey,
  title={A survey of MPI usage in the US exascale computing project},
  author={Bernholdt, David E and Boehm, Swen and Bosilca, George and Gorentla Venkata, Manjunath and Grant, Ryan E and Naughton, Thomas and Pritchard, Howard P and Schulz, Martin and Vallee, Geoffroy R},
  journal={Concurrency and Computation: Practice and Experience},
  volume={32},
  number={3},
  pages={e4851},
  year={2020}
}
Advanced Gate Drive Unit for junction temperature monitoring and dynamic current balancing of GaN transistors operating in parallel
Melkonyan, Ashot and Schulz, Martin • 2020 IEEE Applied Power Electronics Conference and Exposition (APEC) • pp. 2671--2675
Architecture Key: melkonyan2020advanced inproceedings
@inproceedings{melkonyan2020advanced,
  title={Advanced Gate Drive Unit for junction temperature monitoring and dynamic current balancing of GaN transistors operating in parallel},
  author={Melkonyan, Ashot and Schulz, Martin},
  booktitle={2020 IEEE Applied Power Electronics Conference and Exposition (APEC)},
  pages={2671--2675},
  year={2020},
  organization={IEEE}
}
Cache-aware matrix polynomials
Huber, Dominik and Schreiber, Martin and Yang, Dai and Schulz, Martin • International Conference on Computational Science • pp. 132--146
Architecture Key: huber2020cache inproceedings
@inproceedings{huber2020cache,
  title={Cache-aware matrix polynomials},
  author={Huber, Dominik and Schreiber, Martin and Yang, Dai and Schulz, Martin},
  booktitle={International Conference on Computational Science},
  pages={132--146},
  year={2020},
  organization={Springer International Publishing Cham}
}
Characterizing HPC performance variation with monitoring and unsupervised learning
Ozer, Gence and Netti, Alessio and Tafani, Daniele and Schulz, Martin • International Conference on High Performance Computing • pp. 280--292
HPC Key: ozer2020characterizing inproceedings
@inproceedings{ozer2020characterizing,
  title={Characterizing HPC performance variation with monitoring and unsupervised learning},
  author={Ozer, Gence and Netti, Alessio and Tafani, Daniele and Schulz, Martin},
  booktitle={International Conference on High Performance Computing},
  pages={280--292},
  year={2020},
  organization={Springer International Publishing Cham}
}
DCDB wintermute: Enabling online and holistic operational data analytics on HPC systems
Netti, Alessio and M{ü}ller, Micha and Guillen, Carla and Ott, Michael and Tafani, Daniele and Ozer, Gence and Schulz, Martin • Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing • pp. 101--112
HPC Key: netti2020dcdb inproceedings
@inproceedings{netti2020dcdb,
  title={DCDB wintermute: Enabling online and holistic operational data analytics on HPC systems},
  author={Netti, Alessio and M{\"u}ller, Micha and Guillen, Carla and Ott, Michael and Tafani, Daniele and Ozer, Gence and Schulz, Martin},
  booktitle={Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing},
  pages={101--112},
  year={2020}
}
Enabling Malleability for Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics using LAIK
Raoofy, Amir and Yang, Dai and Weidendorfer, Josef and Trinitis, Carsten and Schulz, Martin • Gesellschaft f{ü}r Informatik eV, Fachgruppe PARS
Programming Model Key: raoofy2020enabling article
@article{raoofy2020enabling,
  title={Enabling Malleability for Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics using LAIK},
  author={Raoofy, Amir and Yang, Dai and Weidendorfer, Josef and Trinitis, Carsten and Schulz, Martin},
  year={2020},
  publisher={Gesellschaft f{\"u}r Informatik eV, Fachgruppe PARS}
}
EReinit: Scalable and efficient fault-tolerance for bulk-synchronous MPI applications
Chakraborty, Sourav and Laguna, Ignacio and Emani, Murali and Mohror, Kathryn and Panda, Dhabaleswar K and Schulz, Martin and Subramoni, Hari • Concurrency and Computation: Practice and Experience • Vol. 32 • No. 3 • pp. e4863
Programming Model Key: chakraborty2020ereinit article
@article{chakraborty2020ereinit,
  title={EReinit: Scalable and efficient fault-tolerance for bulk-synchronous MPI applications},
  author={Chakraborty, Sourav and Laguna, Ignacio and Emani, Murali and Mohror, Kathryn and Panda, Dhabaleswar K and Schulz, Martin and Subramoni, Hari},
  journal={Concurrency and Computation: Practice and Experience},
  volume={32},
  number={3},
  pages={e4863},
  year={2020}
}
Exploring High Bandwidth Memory for PET Image Reconstruction
Yang, Dai and K{ü}stner, Tilman and Al-Rihawi, Rami and Schulz, Martin • Parallel Computing: Technology Trends • pp. 219--228
Architecture Key: yang2020exploring incollection
@incollection{yang2020exploring,
  title={Exploring High Bandwidth Memory for PET Image Reconstruction},
  author={Yang, Dai and K{\"u}stner, Tilman and Al-Rihawi, Rami and Schulz, Martin},
  booktitle={Parallel Computing: Technology Trends},
  pages={219--228},
  year={2020},
  publisher={IOS Press}
}
Footprint-aware power capping for hybrid memory based systems
Arima, Eishi and Hanawa, Toshihiro and Trinitis, Carsten and Schulz, Martin • International Conference on High Performance Computing • pp. 347--369
Architecture Key: arima2020footprint inproceedings
@inproceedings{arima2020footprint,
  title={Footprint-aware power capping for hybrid memory based systems},
  author={Arima, Eishi and Hanawa, Toshihiro and Trinitis, Carsten and Schulz, Martin},
  booktitle={International Conference on High Performance Computing},
  pages={347--369},
  year={2020},
  organization={Springer International Publishing Cham}
}
Instrew: Leveraging LLVM for high performance dynamic binary instrumentation
Engelke, Alexis and Schulz, Martin • Proceedings of the 16th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments • pp. 172--184
Applications Key: engelke2020instrew inproceedings
@inproceedings{engelke2020instrew,
  title={Instrew: Leveraging LLVM for high performance dynamic binary instrumentation},
  author={Engelke, Alexis and Schulz, Martin},
  booktitle={Proceedings of the 16th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments},
  pages={172--184},
  year={2020}
}
MPIT: a new interface for performance tools in MPI 3
Schulz, Martin
Programming Model Key: schulz2020mpit misc
@misc{schulz2020mpit,
  title={MPIT: a new interface for performance tools in MPI 3},
  author={Schulz, Martin},
  year={2020}
}
Pattern-aware staging for hybrid memory systems
Arima, Eishi and Schulz, Martin • International Conference on High Performance Computing • pp. 474--495
Architecture Key: arima2020pattern inproceedings
@inproceedings{arima2020pattern,
  title={Pattern-aware staging for hybrid memory systems},
  author={Arima, Eishi and Schulz, Martin},
  booktitle={International Conference on High Performance Computing},
  pages={474--495},
  year={2020},
  organization={Springer International Publishing Cham}
}
Predcom: A predictive approach to collecting approximated communication traces
Miwa, Shinobu and Laguna, Ignacio and Schulz, Martin • IEEE Transactions on Parallel and Distributed Systems • Vol. 32 • No. 1 • pp. 45--58
Applications Key: miwa2020predcom article
@article{miwa2020predcom,
  title={Predcom: A predictive approach to collecting approximated communication traces},
  author={Miwa, Shinobu and Laguna, Ignacio and Schulz, Martin},
  journal={IEEE Transactions on Parallel and Distributed Systems},
  volume={32},
  number={1},
  pages={45--58},
  year={2020},
  publisher={IEEE}
}
QMPI: A next generation MPI profiling interface for modern HPC platforms
Elis, Bengisu and Yang, Dai and Pearce, Olga and Mohror, Kathryn and Schulz, Martin • Parallel Computing • Vol. 96 • pp. 102635
Programming Model Key: elis2020qmpi article
@article{elis2020qmpi,
  title={QMPI: A next generation MPI profiling interface for modern HPC platforms},
  author={Elis, Bengisu and Yang, Dai and Pearce, Olga and Mohror, Kathryn and Schulz, Martin},
  journal={Parallel Computing},
  volume={96},
  pages={102635},
  year={2020},
  publisher={North-Holland}
}
Robust practical binary optimization at run-time using llvm
Engelke, Alexis and Schulz, Martin • 2020 IEEE/ACM 6th Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC) and Workshop on Hierarchical Parallelism for Exascale Computing (HiPar) • pp. 56--64
HPC Key: engelke2020robust inproceedings
@inproceedings{engelke2020robust,
  title={Robust practical binary optimization at run-time using llvm},
  author={Engelke, Alexis and Schulz, Martin},
  booktitle={2020 IEEE/ACM 6th Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC) and Workshop on Hierarchical Parallelism for Exascale Computing (HiPar)},
  pages={56--64},
  year={2020},
  organization={IEEE}
}
Time series mining at petascale performance
Raoofy, Amir and Karlstetter, Roman and Yang, Dai and Trinitis, Carsten and Schulz, Martin • International Conference on High Performance Computing • pp. 104--123
HPC Key: raoofy2020time inproceedings
@inproceedings{raoofy2020time,
  title={Time series mining at petascale performance},
  author={Raoofy, Amir and Karlstetter, Roman and Yang, Dai and Trinitis, Carsten and Schulz, Martin},
  booktitle={International Conference on High Performance Computing},
  pages={104--123},
  year={2020},
  organization={Springer International Publishing Cham}
}
Towards resilient EU HPC systems: A blueprint
Radojkovic, Petar and Marazakis, Manolis and Carpenter, Paul and Jeyapaul, Reiley and Gizopoulos, Dimitris and Schulz, Martin and Armejach, Adria and Ayguade, Eduard A and Bodin, Fran{\c{c}}ois and Canal, Ramon and others
HPC Key: radojkovic2020towards phdthesis
@phdthesis{radojkovic2020towards,
  title={Towards resilient EU HPC systems: A blueprint},
  author={Radojkovic, Petar and Marazakis, Manolis and Carpenter, Paul and Jeyapaul, Reiley and Gizopoulos, Dimitris and Schulz, Martin and Armejach, Adria and Ayguade, Eduard A and Bodin, Fran{\c{c}}ois and Canal, Ramon and others},
  year={2020},
  school={European HPC resilience initiative}
}
Workshop 16: SNACS Scalable Networks for Advanced Computing Systems
Altintas, {\.I}lkay and Arnold, Dorian and Schulz, Martin and Dosanjh, Matthew GF and Grant, Ryan E and Groves, Taylor • 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) • pp. 868--868
HPC Key: altintas2020workshop inproceedings
@inproceedings{altintas2020workshop,
  title={Workshop 16: SNACS Scalable Networks for Advanced Computing Systems},
  author={Altintas, {\.I}lkay and Arnold, Dorian and Schulz, Martin and Dosanjh, Matthew GF and Grant, Ryan E and Groves, Taylor},
  booktitle={2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},
  pages={868--868},
  year={2020},
  organization={IEEE}
}
A Case for Power Shifting on Hybrid Memory Based Systems
Arima, Eishi and Hanawa, Toshihiro and Trinitis, Carsten and Schulz, Martin • IEICE Technical Report; IEICE Tech. Rep. • Vol. 119 • No. 147 • pp. 41--46
Architecture Key: arima2019case article
@article{arima2019case,
  title={A Case for Power Shifting on Hybrid Memory Based Systems},
  author={Arima, Eishi and Hanawa, Toshihiro and Trinitis, Carsten and Schulz, Martin},
  journal={IEICE Technical Report; IEICE Tech. Rep.},
  volume={119},
  number={147},
  pages={41--46},
  year={2019},
  publisher={IEICE}
}
Archer
Lee, Gregory L and Hauck, Ivan and Terry, Marla and English, Elizabeth and Tally, Megan • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: lee2019archer techreport
@techreport{lee2019archer,
  title={Archer},
  author={Lee, Gregory L and Hauck, Ivan and Terry, Marla and English, Elizabeth and Tally, Megan},
  year={2019},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Footprint-Based DIMM Hotplug
Miwa, Shinobu and Ishihara, Masaya and Yamaki, Hayato and Honda, Hiroki and Schulz, Martin • IEEE Transactions on Computers • Vol. 69 • No. 2 • pp. 172--184
Architecture Key: miwa2019footprint article
@article{miwa2019footprint,
  title={Footprint-Based DIMM Hotplug},
  author={Miwa, Shinobu and Ishihara, Masaya and Yamaki, Hayato and Honda, Hiroki and Schulz, Martin},
  journal={IEEE Transactions on Computers},
  volume={69},
  number={2},
  pages={172--184},
  year={2019},
  publisher={IEEE}
}
From facility to application sensor data: modular, continuous and holistic monitoring with DCDB
Netti, Alessio and M{ü}ller, Micha and Auweter, Axel and Guillen, Carla and Ott, Michael and Tafani, Daniele and Schulz, Martin • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--27
Edge/IoT Key: netti2019facility inproceedings
@inproceedings{netti2019facility,
  title={From facility to application sensor data: modular, continuous and holistic monitoring with DCDB},
  author={Netti, Alessio and M{\"u}ller, Micha and Auweter, Axel and Guillen, Carla and Ott, Michael and Tafani, Daniele and Schulz, Martin},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--27},
  year={2019}
}
Mogon I Failure Traces from Johannes Gutenberg Universit{ä}t Mainz
Frank, Alvaro and Dai Yang, Tim S{ü}{ß} and Schulz, Martin and Brinkmann, Andr{é}
Applications Key: frank2019mogon article
@article{frank2019mogon,
  title={Mogon I Failure Traces from Johannes Gutenberg Universit{\"a}t Mainz},
  author={Frank, Alvaro and Dai Yang, Tim S{\"u}{\ss} and Schulz, Martin and Brinkmann, Andr{\'e}},
  year={2019}
}
Optimizing computation-communication overlap in asynchronous task-based programs
Castillo, Emilio and Jain, Nikhil and Casas, Marc and Moreto, Miquel and Schulz, Martin and Beivide, Ramon and Valero, Mateo and Bhatele, Abhinav • Proceedings of the ACM International Conference on Supercomputing • pp. 380--391
HPC Key: castillo2019optimizing inproceedings
@inproceedings{castillo2019optimizing,
  title={Optimizing computation-communication overlap in asynchronous task-based programs},
  author={Castillo, Emilio and Jain, Nikhil and Casas, Marc and Moreto, Miquel and Schulz, Martin and Beivide, Ramon and Valero, Mateo and Bhatele, Abhinav},
  booktitle={Proceedings of the ACM International Conference on Supercomputing},
  pages={380--391},
  year={2019}
}
Optimizing computation-communication overlap in asynchronous task-based programs: poster
Castillo, Emilio and Jain, Nikhil and Casas, Marc and Moreto, Miquel and Schulz, Martin and Beivide, Ramon and Valero, Mateo and Bhatele, Abhinav • Proceedings of the 24th Symposium on Principles and Practice of Parallel Programming • pp. 415--416
Applications Key: castillo2019optimizing inproceedings
@inproceedings{castillo2019optimizing,
  title={Optimizing computation-communication overlap in asynchronous task-based programs: poster},
  author={Castillo, Emilio and Jain, Nikhil and Casas, Marc and Moreto, Miquel and Schulz, Martin and Beivide, Ramon and Valero, Mateo and Bhatele, Abhinav},
  booktitle={Proceedings of the 24th Symposium on Principles and Practice of Parallel Programming},
  pages={415--416},
  year={2019}
}
Power efficient job scheduling by predicting the impact of processor manufacturing variability
Chasapis, Dimitrios and Moret{ó}, Miquel and Schulz, Martin and Rountree, Barry and Valero, Mateo and Casas, Marc • Proceedings of the ACM International Conference on Supercomputing • pp. 296--307
HPC Key: chasapis2019power inproceedings
@inproceedings{chasapis2019power,
  title={Power efficient job scheduling by predicting the impact of processor manufacturing variability},
  author={Chasapis, Dimitrios and Moret{\'o}, Miquel and Schulz, Martin and Rountree, Barry and Valero, Mateo and Casas, Marc},
  booktitle={Proceedings of the ACM International Conference on Supercomputing},
  pages={296--307},
  year={2019}
}
Predicting faults in high performance computing systems: An in-depth survey of the state-of-the-practice
Jauk, David and Yang, Dai and Schulz, Martin • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--13
HPC Key: jauk2019predicting inproceedings
@inproceedings{jauk2019predicting,
  title={Predicting faults in high performance computing systems: An in-depth survey of the state-of-the-practice},
  author={Jauk, David and Yang, Dai and Schulz, Martin},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--13},
  year={2019}
}
Preparation and optimization of a diverse workload for a large-scale heterogeneous system
Karlin, Ian and Park, Yoonho and De Supinski, Bronis R and Wang, Peng and Still, Bert and Beckingsale, David and Blake, Robert and Chen, Tong and Cong, Guojing and Costa, Carlos and others • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--17
HPC Key: karlin2019preparation inproceedings
@inproceedings{karlin2019preparation,
  title={Preparation and optimization of a diverse workload for a large-scale heterogeneous system},
  author={Karlin, Ian and Park, Yoonho and De Supinski, Bronis R and Wang, Peng and Still, Bert and Beckingsale, David and Blake, Robert and Chen, Tong and Cong, Guojing and Costa, Carlos and others},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--17},
  year={2019}
}
Programming and Performance Visualization Tools
Bhatele, Abhinav and Boehme, David and Levine, Joshua A and Malony, Allen D and Schulz, Martin • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: bhatele2019programming techreport
@techreport{bhatele2019programming,
  title={Programming and Performance Visualization Tools},
  author={Bhatele, Abhinav and Boehme, David and Levine, Joshua A and Malony, Allen D and Schulz, Martin},
  year={2019},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
PRUNERS: Providing reproducibility for uncovering non-deterministic errors in runs on supercomputers
Sato, Kento and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin and Chambreau, Christopher M and Atzeni, Simone and Bentley, Michael and Gopalakrishnan, Ganesh and Rakamaric, Zvonimir and Sawaya, Geof and others • The International Journal of High Performance Computing Applications • Vol. 33 • No. 5 • pp. 777--783
HPC Key: sato2019pruners article
@article{sato2019pruners,
  title={PRUNERS: Providing reproducibility for uncovering non-deterministic errors in runs on supercomputers},
  author={Sato, Kento and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin and Chambreau, Christopher M and Atzeni, Simone and Bentley, Michael and Gopalakrishnan, Ganesh and Rakamaric, Zvonimir and Sawaya, Geof and others},
  journal={The International Journal of High Performance Computing Applications},
  volume={33},
  number={5},
  pages={777--783},
  year={2019},
  publisher={SAGE Publications Sage UK: London, England}
}
Reducing false node failure predictions in HPC
Frank, Alvaro and Yang, Dai and Brinkmann, Andre and Schulz, Martin and S{ü}ss, Tim • 2019 IEEE 26th International Conference on High Performance Computing, Data, and Analytics (HiPC) • pp. 323--332
HPC Key: frank2019reducing inproceedings
@inproceedings{frank2019reducing,
  title={Reducing false node failure predictions in HPC},
  author={Frank, Alvaro and Yang, Dai and Brinkmann, Andre and Schulz, Martin and S{\"u}ss, Tim},
  booktitle={2019 IEEE 26th International Conference on High Performance Computing, Data, and Analytics (HiPC)},
  pages={323--332},
  year={2019},
  organization={IEEE}
}
Safire: Scalable and accurate fault injection for parallel multithreaded applications
Georgakoudis, Giorgis and Laguna, Ignacio and Vandierendonck, Hans and Nikolopoulos, Dimitrios S and Schulz, Martin • 2019 ieee international parallel and distributed processing symposium (ipdps) • pp. 890--899
HPC Key: georgakoudis2019safire inproceedings
@inproceedings{georgakoudis2019safire,
  title={Safire: Scalable and accurate fault injection for parallel multithreaded applications},
  author={Georgakoudis, Giorgis and Laguna, Ignacio and Vandierendonck, Hans and Nikolopoulos, Dimitrios S and Schulz, Martin},
  booktitle={2019 ieee international parallel and distributed processing symposium (ipdps)},
  pages={890--899},
  year={2019},
  organization={IEEE}
}
SAFIRE: Scalable and Accurate Fault Injection ForParallel Multithreaded Applications
Georgakoudis, G and Laguna, I and Vandierendonck, H and Nikolopoulos, DS and Schulz, M • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: georgakoudis2019safire techreport
@techreport{georgakoudis2019safire,
  title={SAFIRE: Scalable and Accurate Fault Injection ForParallel Multithreaded Applications},
  author={Georgakoudis, G and Laguna, I and Vandierendonck, H and Nikolopoulos, DS and Schulz, M},
  year={2019},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
The MPI_T events interface: An early evaluation and overview of the interface
Hermanns, Marc-Andr{é} and Hjelm, Nathan T and Knobloch, Michael and Mohror, Kathryn and Schulz, Martin • Parallel computing • Vol. 85 • pp. 119--130
Programming Model Key: hermanns2019mpi_t article
@article{hermanns2019mpi_t,
  title={The MPI\_T events interface: An early evaluation and overview of the interface},
  author={Hermanns, Marc-Andr{\'e} and Hjelm, Nathan T and Knobloch, Michael and Mohror, Kathryn and Schulz, Martin},
  journal={Parallel computing},
  volume={85},
  pages={119--130},
  year={2019},
  publisher={North-Holland}
}
Turning dynamic sensor measurements from gas turbines into insights: a big data approach
Karlstetter, Roman and Widhopf-Fenk, Robert and Hermann, Jakob and Rouwenhorst, Driek and Raoofy, Amir and Trinitis, Carsten and Schulz, Martin • Turbo Expo: Power for Land, Sea, and Air • Vol. 58677 • pp. V006T05A021
Edge/IoT Key: karlstetter2019turning inproceedings
@inproceedings{karlstetter2019turning,
  title={Turning dynamic sensor measurements from gas turbines into insights: a big data approach},
  author={Karlstetter, Roman and Widhopf-Fenk, Robert and Hermann, Jakob and Rouwenhorst, Driek and Raoofy, Amir and Trinitis, Carsten and Schulz, Martin},
  booktitle={Turbo Expo: Power for Land, Sea, and Air},
  volume={58677},
  pages={V006T05A021},
  year={2019},
  organization={American Society of Mechanical Engineers}
}
A strawman for an hpc powerstack
Cantalupo, Christopher and Eastep, Jonathan and Jana, Siddhartha and Kondo, Masaaki and Maiterth, Matthias and Marathe, Aniruddha and Patki, Tapasya and Rountree, Barry and Sakamoto, Ryuichi and Schulz, Martin and others • Intel Corporation (United States); Lawrence Livermore National Lab.(LLNL~…
HPC Key: cantalupo2018strawman techreport
@techreport{cantalupo2018strawman,
  title={A strawman for an hpc powerstack},
  author={Cantalupo, Christopher and Eastep, Jonathan and Jana, Siddhartha and Kondo, Masaaki and Maiterth, Matthias and Marathe, Aniruddha and Patki, Tapasya and Rountree, Barry and Sakamoto, Ryuichi and Schulz, Martin and others},
  year={2018},
  institution={Intel Corporation (United States); Lawrence Livermore National Lab.(LLNL~…}
}
Analyzing resource trade-offs in hardware overprovisioned supercomputers
Sakamoto, Ryuichi and Patki, Tapasya and Cao, Thang and Kondo, Masaaki and Inoue, Koji and Ueda, Masatsugu and Ellsworth, Daniel and Rountree, Barry and Schulz, Martin • 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS) • pp. 526--535
Architecture Key: sakamoto2018analyzing inproceedings
@inproceedings{sakamoto2018analyzing,
  title={Analyzing resource trade-offs in hardware overprovisioned supercomputers},
  author={Sakamoto, Ryuichi and Patki, Tapasya and Cao, Thang and Kondo, Masaaki and Inoue, Koji and Ueda, Masatsugu and Ellsworth, Daniel and Rountree, Barry and Schulz, Martin},
  booktitle={2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
  pages={526--535},
  year={2018},
  organization={IEEE}
}
Co-Scheduling in a Task-Based Programming Model.
Becker, Thomas and Yang, Dai and K{ü}stner, Tilman and Schulz, Martin • COSH@ HiPEAC • pp. 9--14
Applications Key: becker2018co inproceedings
@inproceedings{becker2018co,
  title={Co-Scheduling in a Task-Based Programming Model.},
  author={Becker, Thomas and Yang, Dai and K{\"u}stner, Tilman and Schulz, Martin},
  booktitle={COSH@ HiPEAC},
  pages={9--14},
  year={2018}
}
Enabling callback-driven runtime introspection via MPI_T
Hermanns, Marc-Andr{é} and Hjlem, Nathan T and Knobloch, Michael and Mohror, Kathryn and Schulz, Martin • Proceedings of the 25th European MPI Users' Group Meeting • pp. 1--10
Programming Model Key: hermanns2018enabling inproceedings
@inproceedings{hermanns2018enabling,
  title={Enabling callback-driven runtime introspection via MPI\_T},
  author={Hermanns, Marc-Andr{\'e} and Hjlem, Nathan T and Knobloch, Michael and Mohror, Kathryn and Schulz, Martin},
  booktitle={Proceedings of the 25th European MPI Users' Group Meeting},
  pages={1--10},
  year={2018}
}
Export Citations
FELD, M • Proceedings of the • Vol. 2018 • No. 2nd
Applications Key: feld2018export inproceedings
@inproceedings{feld2018export,
  title={Export Citations},
  author={FELD, M},
  booktitle={Proceedings of the},
  volume={2018},
  number={2nd},
  year={2018}
}
Fliptracker: Understanding natural error resilience in hpc applications
Guo, Luanzheng and Li, Dong and Laguna, Ignacio and Schulz, Martin • SC18: International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 94--107
HPC Key: guo2018fliptracker inproceedings
@inproceedings{guo2018fliptracker,
  title={Fliptracker: Understanding natural error resilience in hpc applications},
  author={Guo, Luanzheng and Li, Dong and Laguna, Ignacio and Schulz, Martin},
  booktitle={SC18: International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={94--107},
  year={2018},
  organization={IEEE}
}
Interference between I/O and MPI traffic on fat-tree networks
Brown, Kevin A and Jain, Nikhil and Matsuoka, Satoshi and Schulz, Martin and Bhatele, Abhinav • Proceedings of the 47th International Conference on Parallel Processing • pp. 1--10
Programming Model Key: brown2018interference inproceedings
@inproceedings{brown2018interference,
  title={Interference between I/O and MPI traffic on fat-tree networks},
  author={Brown, Kevin A and Jain, Nikhil and Matsuoka, Satoshi and Schulz, Martin and Bhatele, Abhinav},
  booktitle={Proceedings of the 47th International Conference on Parallel Processing},
  pages={1--10},
  year={2018}
}
Panel discussions:“Challenges to the scaling limits: How can we achieve sustainable power-performance improvements?”
Inoue, Koji and Araki, Takuya and Maruyama, Takumi and Narayanan, Pritish and Oshima, Takashi and Schulz, Martin • 2018 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS) • pp. 1--2
Applications Key: inoue2018panel inproceedings
@inproceedings{inoue2018panel,
  title={Panel discussions:“Challenges to the scaling limits: How can we achieve sustainable power-performance improvements?”},
  author={Inoue, Koji and Araki, Takuya and Maruyama, Takumi and Narayanan, Pritish and Oshima, Takashi and Schulz, Martin},
  booktitle={2018 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS)},
  pages={1--2},
  year={2018},
  organization={IEEE Computer Society}
}
The MPIR Process Acquisition Interface
DelSignore, John and Ahn, Dong and Castain, Ralph and Squyres, Jeff and Schulz, Martin and de Supinski, Bronis and Gropp, William and Hermanns, Marc-Andr{é} and Lecomber, David and Pittman, Ashley and others • Tech. rep., Mar
Applications Key: delsignore2018mpir techreport
@techreport{delsignore2018mpir,
  title={The MPIR Process Acquisition Interface},
  author={DelSignore, John and Ahn, Dong and Castain, Ralph and Squyres, Jeff and Schulz, Martin and de Supinski, Bronis and Gropp, William and Hermanns, Marc-Andr{\'e} and Lecomber, David and Pittman, Ashley and others},
  year={2018},
  institution={Tech. rep., Mar}
}
Thread-local concurrency: a technique to handle data race detection at programming model abstraction
Protze, Joachim and Schulz, Martin and Ahn, Dong H and M{ü}ller, Matthias S • Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing • pp. 144--155
Applications Key: protze2018thread inproceedings
@inproceedings{protze2018thread,
  title={Thread-local concurrency: a technique to handle data race detection at programming model abstraction},
  author={Protze, Joachim and Schulz, Martin and Ahn, Dong H and M{\"u}ller, Matthias S},
  booktitle={Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing},
  pages={144--155},
  year={2018}
}
Accelerating big data infrastructure and applications (ongoing collaboration)
Brown, Kevin and Xu, Tianqi and Iwabuchi, Keita and Sato, Kento and Moody, Adam and Mohror, Kathryn and Jain, Nikhil and Bhatele, Abhinav and Schulz, Martin and Pearce, Roger and others • 2017 IEEE 37th International Conference on Distributed Computing Systems Workshops (ICDCSW) • pp. 343--347
Applications Key: brown2017accelerating inproceedings
@inproceedings{brown2017accelerating,
  title={Accelerating big data infrastructure and applications (ongoing collaboration)},
  author={Brown, Kevin and Xu, Tianqi and Iwabuchi, Keita and Sato, Kento and Moody, Adam and Mohror, Kathryn and Jain, Nikhil and Bhatele, Abhinav and Schulz, Martin and Pearce, Roger and others},
  booktitle={2017 IEEE 37th International Conference on Distributed Computing Systems Workshops (ICDCSW)},
  pages={343--347},
  year={2017},
  organization={IEEE}
}
Archer
Atzeni, Simone and Ahn, Dong and Gopalakrishnan, Ganesh and Lagnua, Ignacio and Lee, Gregory and Protze, Joachim and Rakamaric, Zvonimir and Schulz, Martin • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: atzeni2017archer techreport
@techreport{atzeni2017archer,
  title={Archer},
  author={Atzeni, Simone and Ahn, Dong and Gopalakrishnan, Ganesh and Lagnua, Ignacio and Lee, Gregory and Protze, Joachim and Rakamaric, Zvonimir and Schulz, Martin},
  year={2017},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Architecture of Computing Systems--ARCS 2017
Knoop, Jens and Karl, Wolfgang and Schulz, Martin and Inoue, Koji and Pionteck, Thilo • Springer
Architecture Key: knoop2017architecture misc
@misc{knoop2017architecture,
  title={Architecture of Computing Systems--ARCS 2017},
  author={Knoop, Jens and Karl, Wolfgang and Schulz, Martin and Inoue, Koji and Pionteck, Thilo},
  year={2017},
  publisher={Springer}
}
Flexible data aggregation for performance profiling
B{ö}ehme, David and Beckingsale, David and Schulz, Martin • 2017 IEEE International Conference on Cluster Computing (CLUSTER) • pp. 419--428
HPC Key: boehme2017flexible inproceedings
@inproceedings{boehme2017flexible,
  title={Flexible data aggregation for performance profiling},
  author={B{\"o}ehme, David and Beckingsale, David and Schulz, Martin},
  booktitle={2017 IEEE International Conference on Cluster Computing (CLUSTER)},
  pages={419--428},
  year={2017},
  organization={IEEE}
}
Memaxes: Visualization and analytics for characterizing complex memory performance behaviors
Gim{é}nez, Alfredo and Gamblin, Todd and Jusufi, Ilir and Bhatele, Abhinav and Schulz, Martin and Bremer, Peer-Timo and Hamann, Bernd • IEEE transactions on visualization and computer graphics • Vol. 24 • No. 7 • pp. 2180--2193
Architecture Key: gimenez2017memaxes article
@article{gimenez2017memaxes,
  title={Memaxes: Visualization and analytics for characterizing complex memory performance behaviors},
  author={Gim{\'e}nez, Alfredo and Gamblin, Todd and Jusufi, Ilir and Bhatele, Abhinav and Schulz, Martin and Bremer, Peer-Timo and Hamann, Bernd},
  journal={IEEE transactions on visualization and computer graphics},
  volume={24},
  number={7},
  pages={2180--2193},
  year={2017},
  publisher={IEEE}
}
Noise Injection Techniques to Expose Subtle and Unintended Message Races
Sato, Kento and Ahn, Dong H. and Laguna, Ignacio and Lee, Gregory L. and Schulz, Martin and Chambreau, Christopher M. • Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming • pp. 89–101
Programming Model Key: 10.1145/3018743.3018767 inproceedings
@inproceedings{10.1145/3018743.3018767,
author = {Sato, Kento and Ahn, Dong H. and Laguna, Ignacio and Lee, Gregory L. and Schulz, Martin and Chambreau, Christopher M.},
title = {Noise Injection Techniques to Expose Subtle and Unintended Message Races},
year = {2017},
isbn = {9781450344937},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3018743.3018767},
doi = {10.1145/3018743.3018767},
abstract = {Debugging intermittently occurring bugs within MPI applications is challenging, and message races, a condition in which two or more sends race to match with a receive, are one of the common root causes. Many debugging tools have been proposed to help programmers resolve them, but their runtime interference perturbs the timing such that subtle races often cannot be reproduced with debugging tools. We present novel noise injection techniques to expose message races even under a tool's control. We first formalize this race problem in the context of non-deterministic parallel applications and use this analysis to determine an effective noise-injection strategy to uncover them. We codified these techniques in NINJA (Noise INJection Agent) that exposes these races without modification to the application. Our evaluations on synthetic cases as well as a real-world bug in Hypre-2.10.1 show that NINJA significantly helps expose races.},
booktitle = {Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming},
pages = {89–101},
numpages = {13},
keywords = {debugging, mpi, non-determinism},
location = {Austin, Texas, USA},
series = {PPoPP '17}
}
Noise injection techniques to expose subtle and unintended message races
Sato, Kento and Ahn, Dong H and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin and Chambreau, Christopher M • Proceedings of the 22Nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming • pp. 89--101
Applications Key: sato2017noise inproceedings
@inproceedings{sato2017noise,
  title={Noise injection techniques to expose subtle and unintended message races},
  author={Sato, Kento and Ahn, Dong H and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin and Chambreau, Christopher M},
  booktitle={Proceedings of the 22Nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming},
  pages={89--101},
  year={2017}
}
OpenMP tools interface: synchronization information for data race detection
Protze, Joachim and Hahnfeld, Jonas and Ahn, Dong H and Schulz, Martin and M{ü}ller, Matthias S • International Workshop on OpenMP • pp. 249--265
Programming Model Key: protze2017openmp inproceedings
@inproceedings{protze2017openmp,
  title={OpenMP tools interface: synchronization information for data race detection},
  author={Protze, Joachim and Hahnfeld, Jonas and Ahn, Dong H and Schulz, Martin and M{\"u}ller, Matthias S},
  booktitle={International Workshop on OpenMP},
  pages={249--265},
  year={2017},
  organization={Springer International Publishing Cham}
}
Power aware high performance computing: Challenges and opportunities for application and system developers—Survey & tutorial
Maiterth, Matthias and Wilde, Torsten and Lowenthal, David and Rountree, Barry and Schulz, Martin and Eastep, Jonathan and Kranzlm{ü}ller, Dieter • 2017 International Conference on High Performance Computing & Simulation (HPCS) • pp. 3--10
HPC Key: maiterth2017power inproceedings
@inproceedings{maiterth2017power,
  title={Power aware high performance computing: Challenges and opportunities for application and system developers—Survey \& tutorial},
  author={Maiterth, Matthias and Wilde, Torsten and Lowenthal, David and Rountree, Barry and Schulz, Martin and Eastep, Jonathan and Kranzlm{\"u}ller, Dieter},
  booktitle={2017 International Conference on High Performance Computing \& Simulation (HPCS)},
  pages={3--10},
  year={2017},
  organization={IEEE}
}
Production hardware overprovisioning: Real-world performance optimization using an extensible power-aware resource management framework
Sakamoto, Ryuichi and Cao, Thang and Kondo, Masaaki and Inoue, Koji and Ueda, Masatsugu and Patki, Tapasya and Ellsworth, Daniel and Rountree, Barry and Schulz, Martin • 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS) • pp. 957--966
Architecture Key: sakamoto2017production inproceedings
@inproceedings{sakamoto2017production,
  title={Production hardware overprovisioning: Real-world performance optimization using an extensible power-aware resource management framework},
  author={Sakamoto, Ryuichi and Cao, Thang and Kondo, Masaaki and Inoue, Koji and Ueda, Masatsugu and Patki, Tapasya and Ellsworth, Daniel and Rountree, Barry and Schulz, Martin},
  booktitle={2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
  pages={957--966},
  year={2017},
  organization={IEEE}
}
Refine: Realistic fault injection via compiler-based instrumentation for accuracy, portability and speed
Georgakoudis, Giorgis and Laguna, Ignacio and Nikolopoulos, Dimitrios S and Schulz, Martin • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--14
HPC Key: georgakoudis2017refine inproceedings
@inproceedings{georgakoudis2017refine,
  title={Refine: Realistic fault injection via compiler-based instrumentation for accuracy, portability and speed},
  author={Georgakoudis, Giorgis and Laguna, Ignacio and Nikolopoulos, Dimitrios S and Schulz, Martin},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--14},
  year={2017}
}
ScrubJay: deriving knowledge from the disarray of HPC performance data
Gim{é}nez, Alfredo and Gamblin, Todd and Bhatele, Abhinav and Wood, Chad and Shoga, Kathleen and Marathe, Aniruddha and Bremer, Peer-Timo and Hamann, Bernd and Schulz, Martin • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--12
Edge/IoT Key: gimenez2017scrubjay inproceedings
@inproceedings{gimenez2017scrubjay,
  title={ScrubJay: deriving knowledge from the disarray of HPC performance data},
  author={Gim{\'e}nez, Alfredo and Gamblin, Todd and Bhatele, Abhinav and Wood, Chad and Shoga, Kathleen and Marathe, Aniruddha and Bremer, Peer-Timo and Hamann, Bernd and Schulz, Martin},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--12},
  year={2017}
}
Simulating power scheduling at scale
Ellsworth, Daniel and Patki, Tapasya and Schulz, Martin and Rountree, Barry and Malony, Allen • Proceedings of the 5th International Workshop on Energy Efficient Supercomputing • pp. 1--8
HPC Key: ellsworth2017simulating inproceedings
@inproceedings{ellsworth2017simulating,
  title={Simulating power scheduling at scale},
  author={Ellsworth, Daniel and Patki, Tapasya and Schulz, Martin and Rountree, Barry and Malony, Allen},
  booktitle={Proceedings of the 5th International Workshop on Energy Efficient Supercomputing},
  pages={1--8},
  year={2017}
}
Stack Trace Ahalysis Tool
Lee, Gregory L and Arnold, Dorian and LeGendre, Matthew and Schulz, Martin and Ahn, Dong and deSupinski, Bronis R and Miller, Barton • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: lee2017stack techreport
@techreport{lee2017stack,
  title={Stack Trace Ahalysis Tool},
  author={Lee, Gregory L and Arnold, Dorian and LeGendre, Matthew and Schulz, Martin and Ahn, Dong and deSupinski, Bronis R and Miller, Barton},
  year={2017},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Understanding the spatial characteristics of DRAM errors in HPC clusters
Patwari, Ayush and Laguna, Ignacio and Schulz, Martin and Bagchi, Saurabh • Proceedings of the 2017 Workshop on Fault-Tolerance for HPC at Extreme Scale • pp. 17--22
HPC Key: patwari2017understanding inproceedings
@inproceedings{patwari2017understanding,
  title={Understanding the spatial characteristics of DRAM errors in HPC clusters},
  author={Patwari, Ayush and Laguna, Ignacio and Schulz, Martin and Bagchi, Saurabh},
  booktitle={Proceedings of the 2017 Workshop on Fault-Tolerance for HPC at Extreme Scale},
  pages={17--22},
  year={2017}
}
A machine learning framework for performance coverage analysis of proxy applications
Islam, Tanzima Z and Thiagarajan, Jayaraman J and Bhatele, Abhinav and Schulz, Martin and Gamblin, Todd • SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 538--549
AI Key: islam2016machine inproceedings
@inproceedings{islam2016machine,
  title={A machine learning framework for performance coverage analysis of proxy applications},
  author={Islam, Tanzima Z and Thiagarajan, Jayaraman J and Bhatele, Abhinav and Schulz, Martin and Gamblin, Todd},
  booktitle={SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={538--549},
  year={2016},
  organization={IEEE}
}
A performance model for allocating the parallelism in a multigrid-in-time solver
Gahvari, Hormozd and Dobrev, Veselin A and Falgout, Robert D and Kolev, Tzanio V and Schroder, Jacob B and Schulz, Martin and Yang, Ulrike Meier • 2016 7th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) • pp. 22--31
Applications Key: gahvari2016performance inproceedings
@inproceedings{gahvari2016performance,
  title={A performance model for allocating the parallelism in a multigrid-in-time solver},
  author={Gahvari, Hormozd and Dobrev, Veselin A and Falgout, Robert D and Kolev, Tzanio V and Schroder, Jacob B and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={2016 7th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS)},
  pages={22--31},
  year={2016},
  organization={IEEE}
}
A PMPI tool for Piggybacking Lamport clock
Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: sato2016pmpi techreport
@techreport{sato2016pmpi,
  title={A PMPI tool for Piggybacking Lamport clock},
  author={Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher},
  year={2016},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
A Power Management Framework for Next Generation Systems
Ellsworth, D and Patki, T and Schulz, M and Malony, A • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: ellsworth2016power techreport
@techreport{ellsworth2016power,
  title={A Power Management Framework for Next Generation Systems},
  author={Ellsworth, D and Patki, T and Schulz, M and Malony, A},
  year={2016},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
A unified platform for exploring power management strategies
Ellsworth, Daniel and Patki, Tapasya and Schulz, Martin and Rountree, Barry and Malony, Allen • 2016 4th International Workshop on Energy Efficient Supercomputing (E2SC) • pp. 24--30
HPC Key: ellsworth2016unified inproceedings
@inproceedings{ellsworth2016unified,
  title={A unified platform for exploring power management strategies},
  author={Ellsworth, Daniel and Patki, Tapasya and Schulz, Martin and Rountree, Barry and Malony, Allen},
  booktitle={2016 4th International Workshop on Energy Efficient Supercomputing (E2SC)},
  pages={24--30},
  year={2016},
  organization={IEEE}
}
Allowing MPI tools builders to forget about Fortran
Rasmussen, Soren and Schulz, Martin and Mohror, Kathryn • Proceedings of the 23rd European MPI Users' Group Meeting • pp. 208--211
Programming Model Key: rasmussen2016allowing inproceedings
@inproceedings{rasmussen2016allowing,
  title={Allowing MPI tools builders to forget about Fortran},
  author={Rasmussen, Soren and Schulz, Martin and Mohror, Kathryn},
  booktitle={Proceedings of the 23rd European MPI Users' Group Meeting},
  pages={208--211},
  year={2016}
}
ARCHER: effectively spotting data races in large OpenMP applications
Atzeni, Simone and Gopalakrishnan, Ganesh and Rakamaric, Zvonimir and Ahn, Dong H and Laguna, Ignacio and Schulz, Martin and Lee, Gregory L and Protze, Joachim and M{ü}ller, Matthias S • 2016 IEEE international parallel and distributed processing symposium (IPDPS) • pp. 53--62
Programming Model Key: atzeni2016archer inproceedings
@inproceedings{atzeni2016archer,
  title={ARCHER: effectively spotting data races in large OpenMP applications},
  author={Atzeni, Simone and Gopalakrishnan, Ganesh and Rakamaric, Zvonimir and Ahn, Dong H and Laguna, Ignacio and Schulz, Martin and Lee, Gregory L and Protze, Joachim and M{\"u}ller, Matthias S},
  booktitle={2016 IEEE international parallel and distributed processing symposium (IPDPS)},
  pages={53--62},
  year={2016},
  organization={IEEE}
}
Caliper: performance introspection for HPC software stacks
Boehme, David and Gamblin, Todd and Beckingsale, David and Bremer, Peer-Timo and Gimenez, Alfredo and LeGendre, Matthew and Pearce, Olga and Schulz, Martin • SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 550--560
HPC Key: boehme2016caliper inproceedings
@inproceedings{boehme2016caliper,
  title={Caliper: performance introspection for HPC software stacks},
  author={Boehme, David and Gamblin, Todd and Beckingsale, David and Bremer, Peer-Timo and Gimenez, Alfredo and LeGendre, Matthew and Pearce, Olga and Schulz, Martin},
  booktitle={SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={550--560},
  year={2016},
  organization={IEEE}
}
Dagstuhl Manifestos, Vol. 5, Issue 1 ISSN 2193-2433
Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin and Gamblin, Todd and Brunst, Holger and Preneel, Bart and Rogaway, Phillip and Ryan, Mark D and Ryan, Peter YA
Applications Key: bremer2016dagstuhl article
@article{bremer2016dagstuhl,
  title={Dagstuhl Manifestos, Vol. 5, Issue 1 ISSN 2193-2433},
  author={Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin and Gamblin, Todd and Brunst, Holger and Preneel, Bart and Rogaway, Phillip and Ryan, Mark D and Ryan, Peter YA},
  year={2016}
}
Development effort estimation in hpc
Wienke, Sandra and Miller, Julian and Schulz, Martin and M{ü}ller, Matthias S • SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 107--118
HPC Key: wienke2016development inproceedings
@inproceedings{wienke2016development,
  title={Development effort estimation in hpc},
  author={Wienke, Sandra and Miller, Julian and Schulz, Martin and M{\"u}ller, Matthias S},
  booktitle={SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={107--118},
  year={2016},
  organization={IEEE}
}
Economic viability of hardware overprovisioning in power-constrained high performance computing
Patki, Tapasya and Lowenthal, David K and Rountree, Barry L and Schulz, Martin and De Supinski, Bronis R • 2016 4th International Workshop on Energy Efficient Supercomputing (E2SC) • pp. 8--15
Architecture Key: patki2016economic inproceedings
@inproceedings{patki2016economic,
  title={Economic viability of hardware overprovisioning in power-constrained high performance computing},
  author={Patki, Tapasya and Lowenthal, David K and Rountree, Barry L and Schulz, Martin and De Supinski, Bronis R},
  booktitle={2016 4th International Workshop on Energy Efficient Supercomputing (E2SC)},
  pages={8--15},
  year={2016},
  organization={IEEE}
}
Evaluating and extending user-level fault tolerance in MPI applications
Laguna, Ignacio and Richards, David F and Gamblin, Todd and Schulz, Martin and de Supinski, Bronis R and Mohror, Kathryn and Pritchard, Howard • The International Journal of High Performance Computing Applications • Vol. 30 • No. 3 • pp. 305--319
Programming Model Key: laguna2016evaluating article
@article{laguna2016evaluating,
  title={Evaluating and extending user-level fault tolerance in MPI applications},
  author={Laguna, Ignacio and Richards, David F and Gamblin, Todd and Schulz, Martin and de Supinski, Bronis R and Mohror, Kathryn and Pritchard, Howard},
  journal={The International Journal of High Performance Computing Applications},
  volume={30},
  number={3},
  pages={305--319},
  year={2016},
  publisher={SAGE Publications Sage UK: London, England}
}
Exploring the MPI tool information interface: features and capabilities
Islam, Tanzima and Mohror, Kathryn and Schulz, Martin • The International Journal of High Performance Computing Applications • Vol. 30 • No. 2 • pp. 212--222
Programming Model Key: islam2016exploring article
@article{islam2016exploring,
  title={Exploring the MPI tool information interface: features and capabilities},
  author={Islam, Tanzima and Mohror, Kathryn and Schulz, Martin},
  journal={The International Journal of High Performance Computing Applications},
  volume={30},
  number={2},
  pages={212--222},
  year={2016},
  publisher={SAGE Publications Sage UK: London, England}
}
Fast multi-parameter performance modeling
Calotoiu, Alexandru and Beckinsale, David and Earl, Christopher W and Hoefler, Torsten and Karlin, Ian and Schulz, Martin and Wolf, Felix • 2016 IEEE International Conference on Cluster Computing (CLUSTER) • pp. 172--181
HPC Key: calotoiu2016fast inproceedings
@inproceedings{calotoiu2016fast,
  title={Fast multi-parameter performance modeling},
  author={Calotoiu, Alexandru and Beckinsale, David and Earl, Christopher W and Hoefler, Torsten and Karlin, Ian and Schulz, Martin and Wolf, Felix},
  booktitle={2016 IEEE International Conference on Cluster Computing (CLUSTER)},
  pages={172--181},
  year={2016},
  organization={IEEE}
}
I/O aware power shifting
Lee, Savoie and Lowenthal, David K and De Supinski, Bronis R and Islam, Tanzima and Mohror, Kathryn and Rountree, Barry and Schulz, Martin • 2016 ieee international parallel and distributed processing symposium (ipdps) • pp. 740--749
HPC Key: lee2016aware inproceedings
@inproceedings{lee2016aware,
  title={I/O aware power shifting},
  author={Lee, Savoie and Lowenthal, David K and De Supinski, Bronis R and Islam, Tanzima and Mohror, Kathryn and Rountree, Barry and Schulz, Martin},
  booktitle={2016 ieee international parallel and distributed processing symposium (ipdps)},
  pages={740--749},
  year={2016},
  organization={IEEE}
}
IPAS: Intelligent protection against silent output corruption in scientific applications
Laguna, Ignacio and Schulz, Martin and Richards, David F and Calhoun, Jon and Olson, Luke • Proceedings of the 2016 International Symposium on Code Generation and Optimization • pp. 227--238
Applications Key: laguna2016ipas inproceedings
@inproceedings{laguna2016ipas,
  title={IPAS: Intelligent protection against silent output corruption in scientific applications},
  author={Laguna, Ignacio and Schulz, Martin and Richards, David F and Calhoun, Jon and Olson, Luke},
  booktitle={Proceedings of the 2016 International Symposium on Code Generation and Optimization},
  pages={227--238},
  year={2016}
}
MPI Record-and-Reply tool
Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Programming Model Key: sato2016mpi techreport
@techreport{sato2016mpi,
  title={MPI Record-and-Reply tool},
  author={Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher},
  year={2016},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
MPI sessions: leveraging runtime infrastructure to increase scalability of applications at exascale
Holmes, Daniel and Mohror, Kathryn and Grant, Ryan E and Skjellum, Anthony and Schulz, Martin and Bland, Wesley and Squyres, Jeffrey M • Proceedings of the 23rd European MPI Users' Group Meeting • pp. 121--129
Programming Model Key: holmes2016mpi inproceedings
@inproceedings{holmes2016mpi,
  title={MPI sessions: leveraging runtime infrastructure to increase scalability of applications at exascale},
  author={Holmes, Daniel and Mohror, Kathryn and Grant, Ryan E and Skjellum, Anthony and Schulz, Martin and Bland, Wesley and Squyres, Jeffrey M},
  booktitle={Proceedings of the 23rd European MPI Users' Group Meeting},
  pages={121--129},
  year={2016}
}
MPMD framework for offloading load balance computation
Pearce, Olga and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Amato, Nancy M • 2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS) • pp. 943--952
HPC Key: pearce2016mpmd inproceedings
@inproceedings{pearce2016mpmd,
  title={MPMD framework for offloading load balance computation},
  author={Pearce, Olga and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Amato, Nancy M},
  booktitle={2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
  pages={943--952},
  year={2016},
  organization={IEEE}
}
Noise Inject Agent Tool
Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: sato2016noise techreport
@techreport{sato2016noise,
  title={Noise Inject Agent Tool},
  author={Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher},
  year={2016},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Performance analysis, modeling and scaling of hpc applications and tools
Bhatele, Abhinav • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: bhatele2016performance techreport
@techreport{bhatele2016performance,
  title={Performance analysis, modeling and scaling of hpc applications and tools},
  author={Bhatele, Abhinav},
  year={2016},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Pinpointing scale-dependent integer overflow bugs in large-scale parallel applications
Laguna, Ignacio and Schulz, Martin • SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 216--227
HPC Key: laguna2016pinpointing inproceedings
@inproceedings{laguna2016pinpointing,
  title={Pinpointing scale-dependent integer overflow bugs in large-scale parallel applications},
  author={Laguna, Ignacio and Schulz, Martin},
  booktitle={SC'16: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={216--227},
  year={2016},
  organization={IEEE}
}
Power balancing in an emulated exascale environment
Maiterth, Matthias and Schulz, Martin and Kranzlm{ü}ller, Dieter and Rountree, Barry • 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) • pp. 1142--1149
HPC Key: maiterth2016power inproceedings
@inproceedings{maiterth2016power,
  title={Power balancing in an emulated exascale environment},
  author={Maiterth, Matthias and Schulz, Martin and Kranzlm{\"u}ller, Dieter and Rountree, Barry},
  booktitle={2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},
  pages={1142--1149},
  year={2016},
  organization={IEEE}
}
Runtime-guided mitigation of manufacturing variability in power-constrained multi-socket numa nodes
Chasapis, Dimitrios and Casas, Marc and Moret{ó}, Miquel and Schulz, Martin and Ayguad{é}, Eduard and Labarta, Jesus and Valero, Mateo • Proceedings of the 2016 International Conference on Supercomputing • pp. 1--12
Architecture Key: chasapis2016runtime inproceedings
@inproceedings{chasapis2016runtime,
  title={Runtime-guided mitigation of manufacturing variability in power-constrained multi-socket numa nodes},
  author={Chasapis, Dimitrios and Casas, Marc and Moret{\'o}, Miquel and Schulz, Martin and Ayguad{\'e}, Eduard and Labarta, Jesus and Valero, Mateo},
  booktitle={Proceedings of the 2016 International Conference on Supercomputing},
  pages={1--12},
  year={2016}
}
Static PMPI-wrapper stack and link tool
Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: sato2016static techreport
@techreport{sato2016static,
  title={Static PMPI-wrapper stack and link tool},
  author={Sato, Kento and Ahn, Dong and Lagnua, Ignacio and Lee, Gregory and Schulz, Martin and Chambreau, Christopher},
  year={2016},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Structural clustering: a new approach to support performance analysis at scale
Weber, Matthias and Brendel, Ronny and Hilbrich, Tobias and Mohror, Kathryn and Schulz, Martin and Brunst, Holger • 2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS) • pp. 484--493
HPC Key: weber2016structural inproceedings
@inproceedings{weber2016structural,
  title={Structural clustering: a new approach to support performance analysis at scale},
  author={Weber, Matthias and Brendel, Ronny and Hilbrich, Tobias and Mohror, Kathryn and Schulz, Martin and Brunst, Holger},
  booktitle={2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
  pages={484--493},
  year={2016},
  organization={IEEE}
}
Systemwide power management with Argo
Ellsworth, Daniel and Patki, Tapasya and Perarnau, Swann and Seo, Sangmin and Amer, Abdelhalim and Zounmevo, Judicael and Gupta, Rinku and Yoshii, Kazutomo and Hoffman, Henry and Malony, Allen and others • 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) • pp. 1118--1121
HPC Key: ellsworth2016systemwide inproceedings
@inproceedings{ellsworth2016systemwide,
  title={Systemwide power management with Argo},
  author={Ellsworth, Daniel and Patki, Tapasya and Perarnau, Swann and Seo, Sangmin and Amer, Abdelhalim and Zounmevo, Judicael and Gupta, Rinku and Yoshii, Kazutomo and Hoffman, Henry and Malony, Allen and others},
  booktitle={2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},
  pages={1118--1121},
  year={2016},
  organization={IEEE}
}
Testing Infrastructure for OpenMP Debugging Interface Implementations
Protze, Joachim and Ahn, Dong H and Laguna, Ignacio and Schulz, Martin and M{ü}ller, Matthias S • International Workshop on OpenMP • pp. 205--216
Programming Model Key: protze2016testing inproceedings
@inproceedings{protze2016testing,
  title={Testing Infrastructure for OpenMP Debugging Interface Implementations},
  author={Protze, Joachim and Ahn, Dong H and Laguna, Ignacio and Schulz, Martin and M{\"u}ller, Matthias S},
  booktitle={International Workshop on OpenMP},
  pages={205--216},
  year={2016},
  organization={Springer International Publishing Cham}
}
The message passing interface: On the road to MPI 4.0 beyond
Schulz, Martin and others • ISC high perform • pp. 19--35
Programming Model Key: schulz2016message inproceedings
@inproceedings{schulz2016message,
  title={The message passing interface: On the road to MPI 4.0 beyond},
  author={Schulz, Martin and others},
  booktitle={ISC high perform},
  pages={19--35},
  year={2016}
}
VIPACT: A visualization interface for analyzing calling context trees
Nguyen, Huu Tan and Wei, Lai and Bhatele, Abhinav and Gamblin, Todd and Boehme, David and Schulz, Martin and Ma, Kwan-Liu and Bremer, Peer-Timo • 2016 Third Workshop on Visual Performance Analysis (VPA) • pp. 25--28
HPC Key: nguyen2016vipact inproceedings
@inproceedings{nguyen2016vipact,
  title={VIPACT: A visualization interface for analyzing calling context trees},
  author={Nguyen, Huu Tan and Wei, Lai and Bhatele, Abhinav and Gamblin, Todd and Boehme, David and Schulz, Martin and Ma, Kwan-Liu and Bremer, Peer-Timo},
  booktitle={2016 Third Workshop on Visual Performance Analysis (VPA)},
  pages={25--28},
  year={2016},
  organization={IEEE}
}
A run-time system for power-constrained HPC applications
Marathe, Aniruddha and Bailey, Peter E and Lowenthal, David K and Rountree, Barry and Schulz, Martin and de Supinski, Bronis R • International conference on high performance computing • pp. 394--408
HPC Key: marathe2015run inproceedings
@inproceedings{marathe2015run,
  title={A run-time system for power-constrained HPC applications},
  author={Marathe, Aniruddha and Bailey, Peter E and Lowenthal, David K and Rountree, Barry and Schulz, Martin and de Supinski, Bronis R},
  booktitle={International conference on high performance computing},
  pages={394--408},
  year={2015},
  organization={Springer International Publishing Cham}
}
A scalable prescriptive parallel debugging model
Jensen, Nicklas Bo and Nielsen, Niklas Quarfot and Lee, Gregory L and Karlsson, Sven and LeGendre, Matthew and Schulz, Martin and Ahn, Dong H • 2015 IEEE International Parallel and Distributed Processing Symposium • pp. 473--483
Applications Key: jensen2015scalable inproceedings
@inproceedings{jensen2015scalable,
  title={A scalable prescriptive parallel debugging model},
  author={Jensen, Nicklas Bo and Nielsen, Niklas Quarfot and Lee, Gregory L and Karlsson, Sven and LeGendre, Matthew and Schulz, Martin and Ahn, Dong H},
  booktitle={2015 IEEE International Parallel and Distributed Processing Symposium},
  pages={473--483},
  year={2015},
  organization={IEEE}
}
An approach to selecting thread+ process mixes for hybrid MPI+ OpenMP applications
Gahvari, Hormozd and Schulz, Martin and Yang, Ulrike Meier • 2015 IEEE International Conference on Cluster Computing • pp. 418--427
Programming Model Key: gahvari2015approach inproceedings
@inproceedings{gahvari2015approach,
  title={An approach to selecting thread+ process mixes for hybrid MPI+ OpenMP applications},
  author={Gahvari, Hormozd and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={2015 IEEE International Conference on Cluster Computing},
  pages={418--427},
  year={2015},
  organization={IEEE}
}
Analyzing and mitigating the impact of manufacturing variability in power-constrained supercomputing
Inadomi, Yuichi and Patki, Tapasya and Inoue, Koji and Aoyagi, Mutsumi and Rountree, Barry and Schulz, Martin and Lowenthal, David and Wada, Yasutaka and Fukazawa, Keiichiro and Ueda, Masatsugu and others • Proceedings of the international conference for high performance computing, networking, storage and analysis • pp. 1--12
HPC Key: inadomi2015analyzing inproceedings
@inproceedings{inadomi2015analyzing,
  title={Analyzing and mitigating the impact of manufacturing variability in power-constrained supercomputing},
  author={Inadomi, Yuichi and Patki, Tapasya and Inoue, Koji and Aoyagi, Mutsumi and Rountree, Barry and Schulz, Martin and Lowenthal, David and Wada, Yasutaka and Fukazawa, Keiichiro and Ueda, Masatsugu and others},
  booktitle={Proceedings of the international conference for high performance computing, networking, storage and analysis},
  pages={1--12},
  year={2015}
}
Argo: An exascale operating system and runtime
Perarnau, Swann and Gupta, Rinku and Beckman, Pete and Balaji, P and Bordage, C and Bosilca, G and Cappello, F and Dongarra, J and Ellsworth, D and Essen, BV and others • The International Conference for High Performance Computing, Networking, Storage and Analysis, SC15
HPC Key: perarnau2015argo inproceedings
@inproceedings{perarnau2015argo,
  title={Argo: An exascale operating system and runtime},
  author={Perarnau, Swann and Gupta, Rinku and Beckman, Pete and Balaji, P and Bordage, C and Bosilca, G and Cappello, F and Dongarra, J and Ellsworth, D and Essen, BV and others},
  booktitle={The International Conference for High Performance Computing, Networking, Storage and Analysis, SC15},
  year={2015}
}
Caliper: Composite Performance Data Collection in HPC Codes
B{ö}hme, David and Gamblin, Todd and Bremer, Peer-Timo and Pearce, Olga and Schulz, Martin • SC
HPC Key: bohme2015caliper misc
@misc{bohme2015caliper,
  title={Caliper: Composite Performance Data Collection in HPC Codes},
  author={B{\"o}hme, David and Gamblin, Todd and Bremer, Peer-Timo and Pearce, Olga and Schulz, Martin},
  year={2015},
  publisher={SC}
}
Clock delta compression for scalable order-replay of non-deterministic parallel applications
Sato, Kento and Ahn, Dong H and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--12
HPC Key: sato2015clock inproceedings
@inproceedings{sato2015clock,
  title={Clock delta compression for scalable order-replay of non-deterministic parallel applications},
  author={Sato, Kento and Ahn, Dong H and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--12},
  year={2015}
}
Connecting Performance Analysis and Visualization (Dagstuhl Perspectives Workshop 14022)
Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin and Gamblin, Todd and Brunst, Holger • Dagstuhl Manifestos • Vol. 5 • No. 1 • pp. 1--24
HPC Key: bremer2015connecting article
@article{bremer2015connecting,
  title={Connecting Performance Analysis and Visualization (Dagstuhl Perspectives Workshop 14022)},
  author={Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin and Gamblin, Todd and Brunst, Holger},
  journal={Dagstuhl Manifestos},
  volume={5},
  number={1},
  pages={1--24},
  year={2015},
  publisher={Schloss Dagstuhl--Leibniz-Zentrum f{\"u}r Informatik}
}
Connecting performance analysis and visualization to advance extreme scale computing
Bremer, Peer-Timo and Mohr, Bernd and Schulz, Martin and Pasccci, Valerio and Gamblin, Todd and Brunst, Holger • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: bremer2015connecting techreport
@techreport{bremer2015connecting,
  title={Connecting performance analysis and visualization to advance extreme scale computing},
  author={Bremer, Peer-Timo and Mohr, Bernd and Schulz, Martin and Pasccci, Valerio and Gamblin, Todd and Brunst, Holger},
  year={2015},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
de Supinski, Todd Gamblin, Gregory L. Lee, Martin Schulz, Saurabh Bagchi, Milind Kulkarni, Bowen Zhou, Zhezhe Chen, and Feng Qin. Debugging High-Performance Computing Applications at Massive Scales
Laguna, Ignacio and Ahn, Dong H and Bronis, R • Communications of the ACM (CACM) • Vol. 58 • No. 9
Applications Key: laguna2015supinski article
@article{laguna2015supinski,
  title={de Supinski, Todd Gamblin, Gregory L. Lee, Martin Schulz, Saurabh Bagchi, Milind Kulkarni, Bowen Zhou, Zhezhe Chen, and Feng Qin. Debugging High-Performance Computing Applications at Massive Scales},
  author={Laguna, Ignacio and Ahn, Dong H and Bronis, R},
  journal={Communications of the ACM (CACM)},
  volume={58},
  number={9},
  year={2015}
}
Debugging high-performance computing applications at massive scales
Laguna, Ignacio and Ahn, Dong H and De Supinski, Bronis R and Gamblin, Todd and Lee, Gregory L and Schulz, Martin and Bagchi, Saurabh and Kulkarni, Milind and Zhou, Bowen and Chen, Zhezhe and others • Communications of the ACM • Vol. 58 • No. 9 • pp. 72--81
Applications Key: laguna2015debugging article
@article{laguna2015debugging,
  title={Debugging high-performance computing applications at massive scales},
  author={Laguna, Ignacio and Ahn, Dong H and De Supinski, Bronis R and Gamblin, Todd and Lee, Gregory L and Schulz, Martin and Bagchi, Saurabh and Kulkarni, Milind and Zhou, Bowen and Chen, Zhezhe and others},
  journal={Communications of the ACM},
  volume={58},
  number={9},
  pages={72--81},
  year={2015},
  publisher={ACM New York, NY, USA}
}
Decoupled load balancing
Pearce, Olga and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Amato, Nancy M • Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming • pp. 267--268
Applications Key: pearce2015decoupled inproceedings
@inproceedings{pearce2015decoupled,
  title={Decoupled load balancing},
  author={Pearce, Olga and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Amato, Nancy M},
  booktitle={Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming},
  pages={267--268},
  year={2015}
}
Distributed monitoring and management of exascale systems in the Argo project
Perarnau, Swann and Thakur, Rajeev and Iskra, Kamil and Raffenetti, Ken and Cappello, Franck and Gupta, Rinku and Beckman, Pete and Snir, Marc and Hoffmann, Henry and Schulz, Martin and others • IFIP International Conference on Distributed Applications and Interoperable Systems • pp. 173--178
HPC Key: perarnau2015distributed inproceedings
@inproceedings{perarnau2015distributed,
  title={Distributed monitoring and management of exascale systems in the Argo project},
  author={Perarnau, Swann and Thakur, Rajeev and Iskra, Kamil and Raffenetti, Ken and Cappello, Franck and Gupta, Rinku and Beckman, Pete and Snir, Marc and Hoffmann, Henry and Schulz, Martin and others},
  booktitle={IFIP International Conference on Distributed Applications and Interoperable Systems},
  pages={173--178},
  year={2015},
  organization={Springer International Publishing Cham}
}
Dynamic power sharing for higher job throughput
Ellsworth, Daniel A and Malony, Allen D and Rountree, Barry and Schulz, Martin • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--11
HPC Key: ellsworth2015dynamic inproceedings
@inproceedings{ellsworth2015dynamic,
  title={Dynamic power sharing for higher job throughput},
  author={Ellsworth, Daniel A and Malony, Allen D and Rountree, Barry and Schulz, Martin},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--11},
  year={2015}
}
Event-Action Mappings for Parallel Tools Infrastructures
Hilbrich, Tobias and Schulz, Martin and Brunst, Holger and Protze, Joachim and de Supinski, Bronis R and M{ü}ller, Matthias S • European Conference on Parallel Processing • pp. 43--54
Applications Key: hilbrich2015event inproceedings
@inproceedings{hilbrich2015event,
  title={Event-Action Mappings for Parallel Tools Infrastructures},
  author={Hilbrich, Tobias and Schulz, Martin and Brunst, Holger and Protze, Joachim and de Supinski, Bronis R and M{\"u}ller, Matthias S},
  booktitle={European Conference on Parallel Processing},
  pages={43--54},
  year={2015},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Exploiting redundancy and application scalability for cost-effective, time-constrained execution of hpc applications on amazon ec2
Marathe, Aniruddha and Harris, Rachel and Lowenthal, David K and de Supinski, Bronis R and Rountree, Barry and Schulz, Martin • IEEE Transactions on Parallel and Distributed Systems • Vol. 27 • No. 9 • pp. 2574--2588
HPC Key: marathe2015exploiting article
@article{marathe2015exploiting,
  title={Exploiting redundancy and application scalability for cost-effective, time-constrained execution of hpc applications on amazon ec2},
  author={Marathe, Aniruddha and Harris, Rachel and Lowenthal, David K and de Supinski, Bronis R and Rountree, Barry and Schulz, Martin},
  journal={IEEE Transactions on Parallel and Distributed Systems},
  volume={27},
  number={9},
  pages={2574--2588},
  year={2015},
  publisher={IEEE}
}
Finding the limits of power-constrained application performance
Bailey, Peter E and Marathe, Aniruddha and Lowenthal, David K and Rountree, Barry and Schulz, Martin • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--12
HPC Key: bailey2015finding inproceedings
@inproceedings{bailey2015finding,
  title={Finding the limits of power-constrained application performance},
  author={Bailey, Peter E and Marathe, Aniruddha and Lowenthal, David K and Rountree, Barry and Schulz, Martin},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--12},
  year={2015}
}
Identifying the culprits behind network congestion
Bhatele, Abhinav and Titus, Andrew R and Thiagarajan, Jayaraman J and Jain, Nikhil and Gamblin, Todd and Bremer, Peer-Timo and Schulz, Martin and Kale, Laxmikant V • 2015 IEEE International Parallel and Distributed Processing Symposium • pp. 113--122
Applications Key: bhatele2015identifying inproceedings
@inproceedings{bhatele2015identifying,
  title={Identifying the culprits behind network congestion},
  author={Bhatele, Abhinav and Titus, Andrew R and Thiagarajan, Jayaraman J and Jain, Nikhil and Gamblin, Todd and Bremer, Peer-Timo and Schulz, Martin and Kale, Laxmikant V},
  booktitle={2015 IEEE International Parallel and Distributed Processing Symposium},
  pages={113--122},
  year={2015},
  organization={IEEE}
}
Lessons Learned from Implementing OMPD: A Debugging Interface for OpenMP
Burton, Ariel and Schulz, Martin and M{ü}ller, Matthias S • OpenMP: Heterogenous Execution and Data Movements: 11th International Workshop on OpenMP, IWOMP 2015, Aachen, Germany, October 1-2, 2015, Proceedings • Vol. 9342 • pp. 89
Programming Model Key: burton2015lessons inproceedings
@inproceedings{burton2015lessons,
  title={Lessons Learned from Implementing OMPD: A Debugging Interface for OpenMP},
  author={Burton, Ariel and Schulz, Martin and M{\"u}ller, Matthias S},
  booktitle={OpenMP: Heterogenous Execution and Data Movements: 11th International Workshop on OpenMP, IWOMP 2015, Aachen, Germany, October 1-2, 2015, Proceedings},
  volume={9342},
  pages={89},
  year={2015},
  organization={Springer}
}
Lessons learned from implementing OMPD: a debugging interface for openMP
Protze, Joachim and Laguna, Ignacio and Ahn, Dong H and Del Signore, John and Burton, Ariel and Schulz, Martin and M{ü}ller, Matthias S • International Workshop on OpenMP • pp. 89--101
Programming Model Key: protze2015lessons inproceedings
@inproceedings{protze2015lessons,
  title={Lessons learned from implementing OMPD: a debugging interface for openMP},
  author={Protze, Joachim and Laguna, Ignacio and Ahn, Dong H and Del Signore, John and Burton, Ariel and Schulz, Martin and M{\"u}ller, Matthias S},
  booktitle={International Workshop on OpenMP},
  pages={89--101},
  year={2015},
  organization={Springer International Publishing Cham}
}
Mitos: A Simple Interface for Complex Hardware Sampling and Attribution
Gim{é}nez, Alfredo and Husain, Benafsh and B{ö}hme, David and Gamblin, Todd and Schulz, Martin • SC
Architecture Key: gimenez2015mitos misc
@misc{gimenez2015mitos,
  title={Mitos: A Simple Interface for Complex Hardware Sampling and Attribution},
  author={Gim{\'e}nez, Alfredo and Husain, Benafsh and B{\"o}hme, David and Gamblin, Todd and Schulz, Martin},
  year={2015},
  publisher={SC}
}
Ordering traces logically to identify lateness in message passing programs
Isaacs, Katherine E and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo • IEEE Transactions on Parallel and Distributed Systems • Vol. 27 • No. 3 • pp. 829--840
Programming Model Key: isaacs2015ordering article
@article{isaacs2015ordering,
  title={Ordering traces logically to identify lateness in message passing programs},
  author={Isaacs, Katherine E and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo},
  journal={IEEE Transactions on Parallel and Distributed Systems},
  volume={27},
  number={3},
  pages={829--840},
  year={2015},
  publisher={IEEE}
}
Pow: System-wide dynamic reallocation of limited power in hpc
Ellsworth, Daniel A and Malony, Allen D and Rountree, Barry and Schulz, Martin • Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing • pp. 145--148
HPC Key: ellsworth2015pow inproceedings
@inproceedings{ellsworth2015pow,
  title={Pow: System-wide dynamic reallocation of limited power in hpc},
  author={Ellsworth, Daniel A and Malony, Allen D and Rountree, Barry and Schulz, Martin},
  booktitle={Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing},
  pages={145--148},
  year={2015}
}
Practical resource management in power-constrained, high performance computing
Patki, Tapasya and Lowenthal, David K and Sasidharan, Anjana and Maiterth, Matthias and Rountree, Barry L and Schulz, Martin and De Supinski, Bronis R • Proceedings of the 24th international symposium on high-performance parallel and distributed computing • pp. 121--132
HPC Key: patki2015practical inproceedings
@inproceedings{patki2015practical,
  title={Practical resource management in power-constrained, high performance computing},
  author={Patki, Tapasya and Lowenthal, David K and Sasidharan, Anjana and Maiterth, Matthias and Rountree, Barry L and Schulz, Martin and De Supinski, Bronis R},
  booktitle={Proceedings of the 24th international symposium on high-performance parallel and distributed computing},
  pages={121--132},
  year={2015}
}
Predicting optimal power allocation for cpu and dram domains
Tiwari, Ananta and Schulz, Martin and Carrington, Laura • 2015 IEEE International parallel and distributed processing symposium workshop • pp. 951--959
Applications Key: tiwari2015predicting inproceedings
@inproceedings{tiwari2015predicting,
  title={Predicting optimal power allocation for cpu and dram domains},
  author={Tiwari, Ananta and Schulz, Martin and Carrington, Laura},
  booktitle={2015 IEEE International parallel and distributed processing symposium workshop},
  pages={951--959},
  year={2015},
  organization={IEEE}
}
Quantifying Productivity--Towards Development Effort Estimation in HPC
Wienke, Sandra and Cramer, Tim and M{ü}ller, Matthias S and Schulz, Martin • Poster at the International Conference for High Performance Computing, Networking, Storage and Analysis (SC15)
HPC Key: wienke2015quantifying inproceedings
@inproceedings{wienke2015quantifying,
  title={Quantifying Productivity--Towards Development Effort Estimation in HPC},
  author={Wienke, Sandra and Cramer, Tim and M{\"u}ller, Matthias S and Schulz, Martin},
  booktitle={Poster at the International Conference for High Performance Computing, Networking, Storage and Analysis (SC15)},
  year={2015}
}
Recovering logical structure from Charm++ event traces
Isaacs, Katherine E and Bhatele, Abhinav and Lifflander, Jonathan and B{ö}hme, David and Gamblin, Todd and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--12
HPC Key: isaacs2015recovering inproceedings
@inproceedings{isaacs2015recovering,
  title={Recovering logical structure from Charm++ event traces},
  author={Isaacs, Katherine E and Bhatele, Abhinav and Lifflander, Jonathan and B{\"o}hme, David and Gamblin, Todd and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--12},
  year={2015}
}
Structural Clustering: A New Approach to Support Performance Analysis at Scale
Brendel, R and Weber, M and Hilbrich, T and Mohror, K and Schulz, M and Brunst, H • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: brendel2015structural techreport
@techreport{brendel2015structural,
  title={Structural Clustering: A New Approach to Support Performance Analysis at Scale},
  author={Brendel, R and Weber, M and Hilbrich, T and Mohror, K and Schulz, M and Brunst, H},
  year={2015},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
2013-2014 Severo Ochoa: Research Seminar Lectures at BSC: book of abstracts
V{á}zquez, Mariano and Go{ñ}i Maci{à}, Ramon and Ar{\'\i}s, Ruth and Jorba Casellas, Oriol and Schutgens, Nick and Kranzlm{ü}ller, Dieter and Schulz, Martin and Shi, Yong and Strassburg, Janko and Faraboschi, Paolo and others • 2013-2014 Severo Ochoa Research Seminar • pp. 1--62
Applications Key: vazquez20142013 inproceedings
@inproceedings{vazquez20142013,
  title={2013-2014 Severo Ochoa: Research Seminar Lectures at BSC: book of abstracts},
  author={V{\'a}zquez, Mariano and Go{\~n}i Maci{\`a}, Ramon and Ar{\'\i}s, Ruth and Jorba Casellas, Oriol and Schutgens, Nick and Kranzlm{\"u}ller, Dieter and Schulz, Martin and Shi, Yong and Strassburg, Janko and Faraboschi, Paolo and others},
  booktitle={2013-2014 Severo Ochoa Research Seminar},
  pages={1--62},
  year={2014},
  organization={Barcelona Super Computer Center. Education \& Training team}
}
3 Keynotes and Topic Introduction 3.1 Really Quick Introduction to Parallel Performance Analysis
Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin • Connecting Performance Analysis and Visualization to Advance Extreme Scale Computing • pp. 21
HPC Key: bremer20143 article
@article{bremer20143,
  title={3 Keynotes and Topic Introduction 3.1 Really Quick Introduction to Parallel Performance Analysis},
  author={Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin},
  journal={Connecting Performance Analysis and Visualization to Advance Extreme Scale Computing},
  pages={21},
  year={2014}
}
4.11 Scalable Visualization of Highly Distributed Computing Resources!?
Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin • Connecting Performance Analysis and Visualization to Advance Extreme Scale Computing • pp. 31
HPC Key: bremer20144 article
@article{bremer20144,
  title={4.11 Scalable Visualization of Highly Distributed Computing Resources!?},
  author={Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin},
  journal={Connecting Performance Analysis and Visualization to Advance Extreme Scale Computing},
  pages={31},
  year={2014}
}
A flexible data model to support multi-domain performance analysis
Schulz, Martin and Bhatele, Abhinav and B{ö}hme, David and Bremer, Peer-Timo and Gamblin, Todd and Gimenez, Alfredo and Isaacs, Kate • Tools for High Performance Computing • pp. 211--229
HPC Key: schulz2014flexible article
@article{schulz2014flexible,
  title={A flexible data model to support multi-domain performance analysis},
  author={Schulz, Martin and Bhatele, Abhinav and B{\"o}hme, David and Bremer, Peer-Timo and Gamblin, Todd and Gimenez, Alfredo and Isaacs, Kate},
  journal={Tools for High Performance Computing},
  pages={211--229},
  year={2014}
}
A global exception fault tolerance model for MPI
Laguna, Ignacio and Gamblin, Todd and Mohror, Kathryn and Schulz, Martin and Pritchard, Howard and Davis, Nickolas • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Programming Model Key: laguna2014global techreport
@techreport{laguna2014global,
  title={A global exception fault tolerance model for MPI},
  author={Laguna, Ignacio and Gamblin, Todd and Mohror, Kathryn and Schulz, Martin and Pritchard, Howard and Davis, Nickolas},
  year={2014},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Accurate application progress analysis for large-scale parallel debugging
Mitra, Subrata and Laguna, Ignacio and Ahn, Dong H and Bagchi, Saurabh and Schulz, Martin and Gamblin, Todd • ACM SIGPLAN Notices • Vol. 49 • No. 6 • pp. 193--203
Applications Key: mitra2014accurate article
@article{mitra2014accurate,
  title={Accurate application progress analysis for large-scale parallel debugging},
  author={Mitra, Subrata and Laguna, Ignacio and Ahn, Dong H and Bagchi, Saurabh and Schulz, Martin and Gamblin, Todd},
  journal={ACM SIGPLAN Notices},
  volume={49},
  number={6},
  pages={193--203},
  year={2014},
  publisher={ACM New York, NY, USA}
}
Adaptive configuration selection for power-constrained heterogeneous systems
Bailey, Peter E and Lowenthal, David K and Ravi, Vignesh and Rountree, Barry and Schulz, Martin and De Supinski, Bronis R • 2014 43rd International Conference on Parallel Processing • pp. 371--380
Applications Key: bailey2014adaptive inproceedings
@inproceedings{bailey2014adaptive,
  title={Adaptive configuration selection for power-constrained heterogeneous systems},
  author={Bailey, Peter E and Lowenthal, David K and Ravi, Vignesh and Rountree, Barry and Schulz, Martin and De Supinski, Bronis R},
  booktitle={2014 43rd International Conference on Parallel Processing},
  pages={371--380},
  year={2014},
  organization={IEEE}
}
Algebraic multigrid on a dragonfly network: First experiences on a Cray XC30
Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier • International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems • pp. 3--23
Applications Key: gahvari2014algebraic inproceedings
@inproceedings{gahvari2014algebraic,
  title={Algebraic multigrid on a dragonfly network: First experiences on a Cray XC30},
  author={Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems},
  pages={3--23},
  year={2014},
  organization={Springer International Publishing Cham}
}
Combing the communication hairball: Visualizing parallel execution traces using logical time
Isaacs, Katherine E and Bremer, Peer-Timo and Jusufi, Ilir and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd • IEEE transactions on visualization and computer graphics • Vol. 20 • No. 12 • pp. 2349--2358
Applications Key: isaacs2014combing article
@article{isaacs2014combing,
  title={Combing the communication hairball: Visualizing parallel execution traces using logical time},
  author={Isaacs, Katherine E and Bremer, Peer-Timo and Jusufi, Ilir and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd},
  journal={IEEE transactions on visualization and computer graphics},
  volume={20},
  number={12},
  pages={2349--2358},
  year={2014},
  publisher={IEEE}
}
Connecting Performance Analysis and Visualization to Advance Extreme Scale Computing (Dagstuhl Perspectives Workshop 14022)
Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin • Dagstuhl Reports • Vol. 4 • No. 1 • pp. 17--35
HPC Key: bremer2014connecting article
@article{bremer2014connecting,
  title={Connecting Performance Analysis and Visualization to Advance Extreme Scale Computing (Dagstuhl Perspectives Workshop 14022)},
  author={Bremer, Peer-Timo and Mohr, Bernd and Pascucci, Valerio and Schulz, Martin},
  journal={Dagstuhl Reports},
  volume={4},
  number={1},
  pages={17--35},
  year={2014},
  publisher={Schloss Dagstuhl--Leibniz-Zentrum f{\"u}r Informatik}
}
Dysectapi: Scalable prescriptive debugging
Jensen, Nicklas Bo and Karlsson, Sven and Nielsen, Niklas Quarfot and Lee, Gregory L and Ahn, Dong H and Legendre, Matthew and Schulz, Martin • International Conference for High Performance Computing, Networking, Storage and Analysis, SC14
HPC Key: jensen2014dysectapi inproceedings
@inproceedings{jensen2014dysectapi,
  title={Dysectapi: Scalable prescriptive debugging},
  author={Jensen, Nicklas Bo and Karlsson, Sven and Nielsen, Niklas Quarfot and Lee, Gregory L and Ahn, Dong H and Legendre, Matthew and Schulz, Martin},
  booktitle={International Conference for High Performance Computing, Networking, Storage and Analysis, SC14},
  year={2014}
}
Enabling fair pricing on high performance computer systems with node sharing
Breslow, Alex D and Tiwari, Ananta and Schulz, Martin and Carrington, Laura and Tang, Lingjia and Mars, Jason • Scientific Programming • Vol. 22 • No. 2 • pp. 59--74
Applications Key: breslow2014enabling article
@article{breslow2014enabling,
  title={Enabling fair pricing on high performance computer systems with node sharing},
  author={Breslow, Alex D and Tiwari, Ananta and Schulz, Martin and Carrington, Laura and Tang, Lingjia and Mars, Jason},
  journal={Scientific Programming},
  volume={22},
  number={2},
  pages={59--74},
  year={2014},
  publisher={IOS Press}
}
Euro-Par 2013: Parallel Processing Workshops: BigDataCloud, DIHC, FedICI, HeteroPar, HiBB, LSDVE, MHPC, OMHI, PADABS, PROPER, Resilience, ROME, and UCHPC 2013, Aachen, Germany, August 26-27, 2013. Revised Selected Papers
Mey, Dieter and Alexander, Michael and Bientinesi, Paolo and Cannataro, Mario and Clauss, Carsten and Costan, Alexandru and Kecskemeti, Gabor and Morin, Christine and Ricci, Laura and Sahuquillo, Julio and others • Springer Berlin Heidelberg
HPC Key: mey2014euro misc
@misc{mey2014euro,
  title={Euro-Par 2013: Parallel Processing Workshops: BigDataCloud, DIHC, FedICI, HeteroPar, HiBB, LSDVE, MHPC, OMHI, PADABS, PROPER, Resilience, ROME, and UCHPC 2013, Aachen, Germany, August 26-27, 2013. Revised Selected Papers},
  author={Mey, Dieter and Alexander, Michael and Bientinesi, Paolo and Cannataro, Mario and Clauss, Carsten and Costan, Alexandru and Kecskemeti, Gabor and Morin, Christine and Ricci, Laura and Sahuquillo, Julio and others},
  year={2014},
  publisher={Springer Berlin Heidelberg}
}
Euro-Par 2013: Parallel Processing: BigDataCloud, DIHC, FedICI, HeteroPar, HiBB, LSDVE, MHPC, OMHI, PADABS, PROPER, Resilience, ROME, and UCHPC
Alexander, Michael and Bientinesi, Paolo and Cannataro, Mario and Clauss, Carsten and Costan, Alexandru and Kecskemeti, Gabor and Morin, Christine and Ricci, Laura and Sahuquillo, Julio and Schulz, Martin and others • Springer
HPC Key: alexander2014euro book
@book{alexander2014euro,
  title={Euro-Par 2013: Parallel Processing: BigDataCloud, DIHC, FedICI, HeteroPar, HiBB, LSDVE, MHPC, OMHI, PADABS, PROPER, Resilience, ROME, and UCHPC},
  author={Alexander, Michael and Bientinesi, Paolo and Cannataro, Mario and Clauss, Carsten and Costan, Alexandru and Kecskemeti, Gabor and Morin, Christine and Ricci, Laura and Sahuquillo, Julio and Schulz, Martin and others},
  year={2014},
  publisher={Springer}
}
Evaluating user-level fault tolerance for MPI applications
Laguna, Ignacio and Richards, David F and Gamblin, Todd and Schulz, Martin and de Supinski, Bronis R • Proceedings of the 21st European MPI Users' Group Meeting • pp. 57--62
Programming Model Key: laguna2014evaluating inproceedings
@inproceedings{laguna2014evaluating,
  title={Evaluating user-level fault tolerance for MPI applications},
  author={Laguna, Ignacio and Richards, David F and Gamblin, Todd and Schulz, Martin and de Supinski, Bronis R},
  booktitle={Proceedings of the 21st European MPI Users' Group Meeting},
  pages={57--62},
  year={2014}
}
Exploiting redundancy for cost-effective, time-constrained execution of hpc applications on amazon ec2
Marathe, Aniruddha and Harris, Rachel and Lowenthal, David and De Supinski, Bronis R and Rountree, Barry and Schulz, Martin • Proceedings of the 23rd international symposium on High-performance parallel and distributed computing • pp. 279--290
HPC Key: marathe2014exploiting inproceedings
@inproceedings{marathe2014exploiting,
  title={Exploiting redundancy for cost-effective, time-constrained execution of hpc applications on amazon ec2},
  author={Marathe, Aniruddha and Harris, Rachel and Lowenthal, David and De Supinski, Bronis R and Rountree, Barry and Schulz, Martin},
  booktitle={Proceedings of the 23rd international symposium on High-performance parallel and distributed computing},
  pages={279--290},
  year={2014}
}
Exploring the capabilities of the new MPI_T interface
Islam, Tanzima and Mohror, Kathryn and Schulz, Martin • Proceedings of the 21st European MPI Users' Group Meeting • pp. 91--96
Programming Model Key: islam2014exploring inproceedings
@inproceedings{islam2014exploring,
  title={Exploring the capabilities of the new MPI\_T interface},
  author={Islam, Tanzima and Mohror, Kathryn and Schulz, Martin},
  booktitle={Proceedings of the 21st European MPI Users' Group Meeting},
  pages={91--96},
  year={2014}
}
Extracting logical structure and identifying stragglers in parallel execution traces
Isaacs, Katherine E and Gamblin, Todd and Bhatele, Abhinav and Bremer, Peer-Timo and Schulz, Martin and Hamann, Bernd • Proceedings of the 19th ACM SIGPLAN symposium on Principles and practice of parallel programming • pp. 397--398
Applications Key: isaacs2014extracting inproceedings
@inproceedings{isaacs2014extracting,
  title={Extracting logical structure and identifying stragglers in parallel execution traces},
  author={Isaacs, Katherine E and Gamblin, Todd and Bhatele, Abhinav and Bremer, Peer-Timo and Schulz, Martin and Hamann, Bernd},
  booktitle={Proceedings of the 19th ACM SIGPLAN symposium on Principles and practice of parallel programming},
  pages={397--398},
  year={2014}
}
Flux: A next-generation resource management framework for large HPC centers
Ahn, Dong H and Garlick, Jim and Grondona, Mark and Lipari, Don and Springmeyer, Becky and Schulz, Martin • 2014 43rd International Conference on Parallel Processing Workshops • pp. 9--17
HPC Key: ahn2014flux inproceedings
@inproceedings{ahn2014flux,
  title={Flux: A next-generation resource management framework for large HPC centers},
  author={Ahn, Dong H and Garlick, Jim and Grondona, Mark and Lipari, Don and Springmeyer, Becky and Schulz, Martin},
  booktitle={2014 43rd International Conference on Parallel Processing Workshops},
  pages={9--17},
  year={2014},
  organization={IEEE}
}
Memory Usage Optimizations for Online Event Analysis
Hilbrich, Tobias and Protze, Joachim and Wagner, Michael and M{ü}ller, Matthias S and Schulz, Martin and de Supinski, Bronis R and Nagel, Wolfgang E • International Conference on Exascale Applications and Software • pp. 110--121
Architecture Key: hilbrich2014memory inproceedings
@inproceedings{hilbrich2014memory,
  title={Memory Usage Optimizations for Online Event Analysis},
  author={Hilbrich, Tobias and Protze, Joachim and Wagner, Michael and M{\"u}ller, Matthias S and Schulz, Martin and de Supinski, Bronis R and Nagel, Wolfgang E},
  booktitle={International Conference on Exascale Applications and Software},
  pages={110--121},
  year={2014},
  organization={Springer International Publishing Cham}
}
Modeling the impact of reduced memory bandwidth on HPC applications
Tiwari, Ananta and Gamst, Anthony and Laurenzano, Michael A and Schulz, Martin and Carrington, Laura • European Conference on Parallel Processing • pp. 63--74
Architecture Key: tiwari2014modeling inproceedings
@inproceedings{tiwari2014modeling,
  title={Modeling the impact of reduced memory bandwidth on HPC applications},
  author={Tiwari, Ananta and Gamst, Anthony and Laurenzano, Michael A and Schulz, Martin and Carrington, Laura},
  booktitle={European Conference on Parallel Processing},
  pages={63--74},
  year={2014},
  organization={Springer International Publishing Cham}
}
MPI runtime error detection with must: A scalable and crash-safe approach
Protze, Joachim and Hilbrich, Tobias and Schulz, Martin and de Supinski, Bronis R and Nagel, Wolfgang E and M{ü}ller, Matthias S • 2014 43rd International Conference on Parallel Processing Workshops • pp. 206--215
Programming Model Key: protze2014mpi inproceedings
@inproceedings{protze2014mpi,
  title={MPI runtime error detection with must: A scalable and crash-safe approach},
  author={Protze, Joachim and Hilbrich, Tobias and Schulz, Martin and de Supinski, Bronis R and Nagel, Wolfgang E and M{\"u}ller, Matthias S},
  booktitle={2014 43rd International Conference on Parallel Processing Workshops},
  pages={206--215},
  year={2014},
  organization={IEEE}
}
OpenMP technical report 2 on the ompt interface
Eichenberger, Alexandre and Mellor-Crummey, John and Schulz, Martin and Copty, Nawal and Cownie, Jim and Dietrich, Robert and Liu, Xu and Loh, Eugene and Lorenz, Daniel • URL http://openmp. org/mp-documents/ompt-tr2. pdf
Programming Model Key: eichenberger2014openmp article
@article{eichenberger2014openmp,
  title={OpenMP technical report 2 on the ompt interface},
  author={Eichenberger, Alexandre and Mellor-Crummey, John and Schulz, Martin and Copty, Nawal and Cownie, Jim and Dietrich, Robert and Liu, Xu and Loh, Eugene and Lorenz, Daniel},
  journal={URL http://openmp. org/mp-documents/ompt-tr2. pdf},
  year={2014}
}
Ordering traces logically to identify lateness in parallel programs
Isaacs, Katherine E and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: isaacs2014ordering techreport
@techreport{isaacs2014ordering,
  title={Ordering traces logically to identify lateness in parallel programs},
  author={Isaacs, Katherine E and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo},
  year={2014},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Overcoming the scalability challenges of epidemic simulations on blue waters
Yeom, Jae-Seung and Bhatele, Abhinav and Bisset, Keith and Bohm, Eric and Gupta, Abhishek and Kale, Laxmikant V and Marathe, Madhav and Nikolopoulos, Dimitrios S and Schulz, Martin and Wesolowski, Lukasz • 2014 IEEE 28th International Parallel and Distributed Processing Symposium • pp. 755--764
Applications Key: yeom2014overcoming inproceedings
@inproceedings{yeom2014overcoming,
  title={Overcoming the scalability challenges of epidemic simulations on blue waters},
  author={Yeom, Jae-Seung and Bhatele, Abhinav and Bisset, Keith and Bohm, Eric and Gupta, Abhishek and Kale, Laxmikant V and Marathe, Madhav and Nikolopoulos, Dimitrios S and Schulz, Martin and Wesolowski, Lukasz},
  booktitle={2014 IEEE 28th International Parallel and Distributed Processing Symposium},
  pages={755--764},
  year={2014},
  organization={IEEE}
}
Performance analysis techniques for the exascale co-design process
Schulz, Martin and Belak, Jim and Bhatele, Abhinav and Bremer, Peer-Timo and Bronevetsky, Greg and Casas, Marc and Gamblin, Todd and Isaacs, Katherine E and Laguna, Ignacio and Levine, Joshua and others • Parallel Computing: Accelerating Computational Science and Engineering (CSE) • pp. 19--32
HPC Key: schulz2014performance incollection
@incollection{schulz2014performance,
  title={Performance analysis techniques for the exascale co-design process},
  author={Schulz, Martin and Belak, Jim and Bhatele, Abhinav and Bremer, Peer-Timo and Bronevetsky, Greg and Casas, Marc and Gamblin, Todd and Isaacs, Katherine E and Laguna, Ignacio and Levine, Joshua and others},
  booktitle={Parallel Computing: Accelerating Computational Science and Engineering (CSE)},
  pages={19--32},
  year={2014},
  publisher={IOS Press}
}
State of the Art of Performance Visualization.
Isaacs, Katherine E and Gim{é}nez, Alfredo and Jusufi, Ilir and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo • EuroVis (STARs) • Vol. 3 • No. 6
Applications Key: isaacs2014state article
@article{isaacs2014state,
  title={State of the Art of Performance Visualization.},
  author={Isaacs, Katherine E and Gim{\'e}nez, Alfredo and Jusufi, Ilir and Gamblin, Todd and Bhatele, Abhinav and Schulz, Martin and Hamann, Bernd and Bremer, Peer-Timo},
  journal={EuroVis (STARs)},
  volume={3},
  number={6},
  year={2014}
}
Towards providing low-overhead data race detection for large OpenMP applications
Protze, Joachim and Atzeni, Simone and Ahn, Dong H and Schulz, Martin and Gopalakrishnan, Ganesh and M{ü}ller, Matthias S and Laguna, Ignacio and Rakamaric, Zvonimir and Lee, Greg L • 2014 LLVM Compiler Infrastructure in HPC • pp. 40--47
Programming Model Key: protze2014towards inproceedings
@inproceedings{protze2014towards,
  title={Towards providing low-overhead data race detection for large OpenMP applications},
  author={Protze, Joachim and Atzeni, Simone and Ahn, Dong H and Schulz, Martin and Gopalakrishnan, Ganesh and M{\"u}ller, Matthias S and Laguna, Ignacio and Rakamaric, Zvonimir and Lee, Greg L},
  booktitle={2014 LLVM Compiler Infrastructure in HPC},
  pages={40--47},
  year={2014},
  organization={IEEE}
}
Whitelisting MSRs with msr-safe
Shoga, Kathleen and Rountree, Barry and Schulz, Martin and Shafer, Jeff • 3rd Workshop on Exascale Systems Programming Tools, in conjunction with SC14
HPC Key: shoga2014whitelisting inproceedings
@inproceedings{shoga2014whitelisting,
  title={Whitelisting MSRs with msr-safe},
  author={Shoga, Kathleen and Rountree, Barry and Schulz, Martin and Shafer, Jeff},
  booktitle={3rd Workshop on Exascale Systems Programming Tools, in conjunction with SC14},
  year={2014}
}
Workshop on Modeling and Simulation of Systems and Applications, August 13-14, 2014, University of Washington, Seattle
Hoisie, Adolfy and Carrington, Laura and Hiller, Jon and Kerbyson, Darren and Schulz, Martin and Shaffer, Dolores and Srivastava, Ankur and Vetter, Jeffrey and Ward, Bill and Wheeler, Noel and others • Pacific Northwest National Lab.(PNNL), Richland, WA (United States)
Applications Key: hoisie2014workshop techreport
@techreport{hoisie2014workshop,
  title={Workshop on Modeling and Simulation of Systems and Applications, August 13-14, 2014, University of Washington, Seattle},
  author={Hoisie, Adolfy and Carrington, Laura and Hiller, Jon and Kerbyson, Darren and Schulz, Martin and Shaffer, Dolores and Srivastava, Ankur and Vetter, Jeffrey and Ward, Bill and Wheeler, Noel and others},
  year={2014},
  institution={Pacific Northwest National Lab.(PNNL), Richland, WA (United States)}
}
XSBench-the development and verification of a performance abstraction for Monte Carlo reactor analysis
Tramm, John R and Siegel, Andrew R and Islam, Tanzima and Schulz, Martin • The Role of Reactor Physics toward a Sustainable Future (PHYSOR)
Applications Key: tramm2014xsbench article
@article{tramm2014xsbench,
  title={XSBench-the development and verification of a performance abstraction for Monte Carlo reactor analysis},
  author={Tramm, John R and Siegel, Andrew R and Islam, Tanzima and Schulz, Martin},
  journal={The Role of Reactor Physics toward a Sustainable Future (PHYSOR)},
  year={2014}
}
A comparative study of high-performance computing on the cloud
Marathe, Aniruddha and Harris, Rachel and Lowenthal, David K and De Supinski, Bronis R and Rountree, Barry and Schulz, Martin and Yuan, Xin • Proceedings of the 22nd International Symposium on High-performance parallel and distributed computing • pp. 239--250
Applications Key: marathe2013comparative inproceedings
@inproceedings{marathe2013comparative,
  title={A comparative study of high-performance computing on the cloud},
  author={Marathe, Aniruddha and Harris, Rachel and Lowenthal, David K and De Supinski, Bronis R and Rountree, Barry and Schulz, Martin and Yuan, Xin},
  booktitle={Proceedings of the 22nd International Symposium on High-performance parallel and distributed computing},
  pages={239--250},
  year={2013}
}
A study of application-level recovery methods for transient network faults
Laguna, Ignacio and Le{ó}n, Edgar A and Schulz, Martin and Stephenson, Mark • Proceedings of the Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems • pp. 1--8
Applications Key: laguna2013study inproceedings
@inproceedings{laguna2013study,
  title={A study of application-level recovery methods for transient network faults},
  author={Laguna, Ignacio and Le{\'o}n, Edgar A and Schulz, Martin and Stephenson, Mark},
  booktitle={Proceedings of the Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems},
  pages={1--8},
  year={2013}
}
Alignment-based metrics for trace comparison
Weber, Matthias and Mohror, Kathryn and Schulz, Martin and de Supinski, Bronis R and Brunst, Holger and Nagel, Wolfgang E • European Conference on Parallel Processing • pp. 29--40
Applications Key: weber2013alignment inproceedings
@inproceedings{weber2013alignment,
  title={Alignment-based metrics for trace comparison},
  author={Weber, Matthias and Mohror, Kathryn and Schulz, Martin and de Supinski, Bronis R and Brunst, Holger and Nagel, Wolfgang E},
  booktitle={European Conference on Parallel Processing},
  pages={29--40},
  year={2013},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Building a Community Infrastructure for Scalable On-Line Performance Analysis Tools around Open| SpeedShop
Galarowicz, James E and Miller, Barton P and Hollingsworth, Jeffrey K and Roth, Philip and Schulz, Martin • Krell Institute, Ames, IA (United States)
HPC Key: galarowicz2013building techreport
@techreport{galarowicz2013building,
  title={Building a Community Infrastructure for Scalable On-Line Performance Analysis Tools around Open| SpeedShop},
  author={Galarowicz, James E and Miller, Barton P and Hollingsworth, Jeffrey K and Roth, Philip and Schulz, Martin},
  year={2013},
  institution={Krell Institute, Ames, IA (United States)}
}
Characterizing and mitigating work time inflation in task parallel programs
Olivier, Stephen L and De Supinski, Bronis R and Schulz, Martin and Prins, Jan F • Scientific Programming • Vol. 21 • No. 3-4 • pp. 123--136
Applications Key: olivier2013characterizing article
@article{olivier2013characterizing,
  title={Characterizing and mitigating work time inflation in task parallel programs},
  author={Olivier, Stephen L and De Supinski, Bronis R and Schulz, Martin and Prins, Jan F},
  journal={Scientific Programming},
  volume={21},
  number={3-4},
  pages={123--136},
  year={2013},
  publisher={IOS Press}
}
de Supinski, Fabian H{ä}nsel, Matthias S. M{ü}ller, Martin Schulz, Wolfgang E. Nagel, Runtime MPI collective checking with tree-based overlay networks
Hilbrich, Tobias and Bronis, R • Proceedings of the 20th European MPI Users' Group Meeting
Programming Model Key: hilbrich2013supinski inproceedings
@inproceedings{hilbrich2013supinski,
  title={de Supinski, Fabian H{\"a}nsel, Matthias S. M{\"u}ller, Martin Schulz, Wolfgang E. Nagel, Runtime MPI collective checking with tree-based overlay networks},
  author={Hilbrich, Tobias and Bronis, R},
  booktitle={Proceedings of the 20th European MPI Users' Group Meeting},
  year={2013}
}
de Supinski, Todd Gamblin, Gregory L
Ahn, Dong H and Brim, Michael J and Bronis, R • Lee, Matthew P. Legendre, Barton P. Miller, Adam Moody, and Martin Schulz,“Efficient and Scalable Retrieval Techniques for Global File Properties,” International Parallel & Distributed Processing Symposium, Boston, Massachusetts
Applications Key: ahn2013supinski inproceedings
@inproceedings{ahn2013supinski,
  title={de Supinski, Todd Gamblin, Gregory L},
  author={Ahn, Dong H and Brim, Michael J and Bronis, R},
  booktitle={Lee, Matthew P. Legendre, Barton P. Miller, Adam Moody, and Martin Schulz,“Efficient and Scalable Retrieval Techniques for Global File Properties,” International Parallel \& Distributed Processing Symposium, Boston, Massachusetts},
  year={2013}
}
Efficient and scalable retrieval techniques for global file properties
Ahn, Dong H and Brim, Michael J and De Supinski, Bronis R and Gamblin, Todd and Lee, Gregory L and LeGendre, Matthew P and Miller, Barton P and Moody, Adam and Schulz, Martin • 2013 IEEE 27th International Symposium on Parallel and Distributed Processing • pp. 369--380
Applications Key: ahn2013efficient inproceedings
@inproceedings{ahn2013efficient,
  title={Efficient and scalable retrieval techniques for global file properties},
  author={Ahn, Dong H and Brim, Michael J and De Supinski, Bronis R and Gamblin, Todd and Lee, Gregory L and LeGendre, Matthew P and Miller, Barton P and Moody, Adam and Schulz, Martin},
  booktitle={2013 IEEE 27th International Symposium on Parallel and Distributed Processing},
  pages={369--380},
  year={2013},
  organization={IEEE}
}
Enabling fair pricing on hpc systems with node sharing
Breslow, Alex D and Tiwari, Ananta and Schulz, Martin and Carrington, Laura and Tang, Lingjia and Mars, Jason • Proceedings of the international conference on high performance computing, networking, storage and analysis • pp. 1--12
HPC Key: breslow2013enabling inproceedings
@inproceedings{breslow2013enabling,
  title={Enabling fair pricing on hpc systems with node sharing},
  author={Breslow, Alex D and Tiwari, Ananta and Schulz, Martin and Carrington, Laura and Tang, Lingjia and Mars, Jason},
  booktitle={Proceedings of the international conference on high performance computing, networking, storage and analysis},
  pages={1--12},
  year={2013}
}
Enabling fair pricing on hpc systems with node sharing
Tiwari, A and Schulz, M and Carrington, L and Tang, L and Mars, J • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: tiwari2013enabling techreport
@techreport{tiwari2013enabling,
  title={Enabling fair pricing on hpc systems with node sharing},
  author={Tiwari, A and Schulz, M and Carrington, L and Tang, L and Mars, J},
  year={2013},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Exploring hardware overprovisioning in power-constrained, high performance computing
Patki, Tapasya and Lowenthal, David K and Rountree, Barry and Schulz, Martin and De Supinski, Bronis R • Proceedings of the 27th international ACM conference on International conference on supercomputing • pp. 173--182
Architecture Key: patki2013exploring inproceedings
@inproceedings{patki2013exploring,
  title={Exploring hardware overprovisioning in power-constrained, high performance computing},
  author={Patki, Tapasya and Lowenthal, David K and Rountree, Barry and Schulz, Martin and De Supinski, Bronis R},
  booktitle={Proceedings of the 27th international ACM conference on International conference on supercomputing},
  pages={173--182},
  year={2013}
}
Exploring traditional and emerging parallel programming models using a proxy application
Karlin, Ian and Bhatele, Abhinav and Keasler, Jeff and Chamberlain, Bradford L and Cohen, Jonathan and DeVito, Zachary and Haque, Riyaz and Laney, Dan and Luke, Edward and Wang, Felix and others • 2013 IEEE 27th International Symposium on Parallel and Distributed Processing • pp. 919--932
Applications Key: karlin2013exploring inproceedings
@inproceedings{karlin2013exploring,
  title={Exploring traditional and emerging parallel programming models using a proxy application},
  author={Karlin, Ian and Bhatele, Abhinav and Keasler, Jeff and Chamberlain, Bradford L and Cohen, Jonathan and DeVito, Zachary and Haque, Riyaz and Laney, Dan and Luke, Edward and Wang, Felix and others},
  booktitle={2013 IEEE 27th International Symposium on Parallel and Distributed Processing},
  pages={919--932},
  year={2013},
  organization={IEEE}
}
First Workshop on Large Scale Distributed Virtual Environments on Clouds and P2P (LSDVE 2013)
Mey, D and Alexander, M and Bientinesi, P and Cannataro, M and Clauss, C and Costan, A and Kecskemeti, G and Morin, C and Ricci, Laura and Sahuquillo, J and others • LECTURE NOTES IN ARTIFICIAL INTELLIGENCE • Vol. 8374 • pp. 331--332
AI Key: mey2013first article
@article{mey2013first,
  title={First Workshop on Large Scale Distributed Virtual Environments on Clouds and P2P (LSDVE 2013)},
  author={Mey, D and Alexander, M and Bientinesi, P and Cannataro, M and Clauss, C and Costan, A and Kecskemeti, G and Morin, C and Ricci, Laura and Sahuquillo, J and others},
  journal={LECTURE NOTES IN ARTIFICIAL INTELLIGENCE},
  volume={8374},
  pages={331--332},
  year={2013},
  publisher={Springer}
}
Interaction-Based Load Balancing in N-body Simulations
Pearce, O and Gamblin, T and Schulz, M and de Supinski, BR and Amato, NM • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: pearce2013interaction techreport
@techreport{pearce2013interaction,
  title={Interaction-Based Load Balancing in N-body Simulations},
  author={Pearce, O and Gamblin, T and Schulz, M and de Supinski, BR and Amato, NM},
  year={2013},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Intralayer communication for tree-based overlay networks
Hilbrich, Tobias and Protze, Joachim and De Supinski, Bronis R and Schulz, Martin and M{ü}ller, Matthias S and Nagel, Wolfgang E • 2013 42nd International Conference on Parallel Processing • pp. 995--1003
Applications Key: hilbrich2013intralayer inproceedings
@inproceedings{hilbrich2013intralayer,
  title={Intralayer communication for tree-based overlay networks},
  author={Hilbrich, Tobias and Protze, Joachim and De Supinski, Bronis R and Schulz, Martin and M{\"u}ller, Matthias S and Nagel, Wolfgang E},
  booktitle={2013 42nd International Conference on Parallel Processing},
  pages={995--1003},
  year={2013},
  organization={IEEE}
}
LIBI: A framework for bootstrapping extreme scale software systems
Goehner, Joshua D and Arnold, Dorian C and Ahn, Dong H and Lee, Gregory L and de Supinski, Bronis R and LeGendre, Matthew P and Miller, Barton P and Schulz, Martin • Parallel Computing • Vol. 39 • No. 3 • pp. 167--176
HPC Key: goehner2013libi article
@article{goehner2013libi,
  title={LIBI: A framework for bootstrapping extreme scale software systems},
  author={Goehner, Joshua D and Arnold, Dorian C and Ahn, Dong H and Lee, Gregory L and de Supinski, Bronis R and LeGendre, Matthew P and Miller, Barton P and Schulz, Martin},
  journal={Parallel Computing},
  volume={39},
  number={3},
  pages={167--176},
  year={2013},
  publisher={Elsevier}
}
Mpi runtime error detection with must: Advanced error reports
Protze, Joachim and Hilbrich, Tobias and de Supinski, Bronis R and Schulz, Martin and M{ü}ller, Matthias S and Nagel, Wolfgang E • Tools for High Performance Computing 2012 • pp. 25--38
Programming Model Key: protze2013mpi incollection
@incollection{protze2013mpi,
  title={Mpi runtime error detection with must: Advanced error reports},
  author={Protze, Joachim and Hilbrich, Tobias and de Supinski, Bronis R and Schulz, Martin and M{\"u}ller, Matthias S and Nagel, Wolfgang E},
  booktitle={Tools for High Performance Computing 2012},
  pages={25--38},
  year={2013},
  publisher={Springer Berlin Heidelberg Berlin, Heidelberg}
}
MPI runtime error detection with MUST: advances in deadlock detection
Hilbrich, Tobias and Protze, Joachim and Schulz, Martin and de Supinski, Bronis R and M{ü}ller, Matthias S • Scientific Programming • Vol. 21 • No. 3-4 • pp. 109--121
Programming Model Key: hilbrich2013mpi article
@article{hilbrich2013mpi,
  title={MPI runtime error detection with MUST: advances in deadlock detection},
  author={Hilbrich, Tobias and Protze, Joachim and Schulz, Martin and de Supinski, Bronis R and M{\"u}ller, Matthias S},
  journal={Scientific Programming},
  volume={21},
  number={3-4},
  pages={109--121},
  year={2013},
  publisher={IOS Press}
}
OMPT and OMPD: OpenMP tools application programming interfaces for performance analysis and debugging
Eichenberger, Alexandre and Mellor-Crummey, John and Schulz, Martin and Copty, Nawal and DelSignore, John and Dietrich, Robert and Liu, Xu and Loh, Eugene and Lorenz, Daniel • International Workshop on OpenMP (IWOMP 2013)
Programming Model Key: eichenberger2013ompt inproceedings
@inproceedings{eichenberger2013ompt,
  title={OMPT and OMPD: OpenMP tools application programming interfaces for performance analysis and debugging},
  author={Eichenberger, Alexandre and Mellor-Crummey, John and Schulz, Martin and Copty, Nawal and DelSignore, John and Dietrich, Robert and Liu, Xu and Loh, Eugene and Lorenz, Daniel},
  booktitle={International Workshop on OpenMP (IWOMP 2013)},
  year={2013}
}
OMPT: An OpenMP tools application programming interface for performance analysis
Eichenberger, Alexandre E and Mellor-Crummey, John and Schulz, Martin and Wong, Michael and Copty, Nawal and Dietrich, Robert and Liu, Xu and Loh, Eugene and Lorenz, Daniel • International Workshop on OpenMP • pp. 171--185
Programming Model Key: eichenberger2013ompt inproceedings
@inproceedings{eichenberger2013ompt,
  title={OMPT: An OpenMP tools application programming interface for performance analysis},
  author={Eichenberger, Alexandre E and Mellor-Crummey, John and Schulz, Martin and Wong, Michael and Copty, Nawal and Dietrich, Robert and Liu, Xu and Loh, Eugene and Lorenz, Daniel},
  booktitle={International Workshop on OpenMP},
  pages={171--185},
  year={2013},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Overcoming extreme-scale reproducibility challenges through a unified, targeted, and multilevel toolset
Ahn, Dong H and Lee, Gregory L and Gopalakrishnan, Ganesh and Rakamari{\'c}, Zvonimir and Schulz, Martin and Laguna, Ignacio • Proceedings of the 1st International Workshop on Software Engineering for High Performance Computing in Computational Science and Engineering • pp. 41--44
HPC Key: ahn2013overcoming inproceedings
@inproceedings{ahn2013overcoming,
  title={Overcoming extreme-scale reproducibility challenges through a unified, targeted, and multilevel toolset},
  author={Ahn, Dong H and Lee, Gregory L and Gopalakrishnan, Ganesh and Rakamari{\'c}, Zvonimir and Schulz, Martin and Laguna, Ignacio},
  booktitle={Proceedings of the 1st International Workshop on Software Engineering for High Performance Computing in Computational Science and Engineering},
  pages={41--44},
  year={2013}
}
Overcoming the scalability challenges of contagion simulations on Blue Waters
Yeom, Jae-Seung and Bhatele, Abhinav and Bisset, Keith and Bohm, Eric and Gupta, Abhishek and Kale, Laxmikant V and Marathe, Madhav and Nikolopoulos, Dimitrios S and Schulz, Martin and Wesolowski, Lukasz • Technical Report 13-057, NDSSL, Virginia Bioinformatics Institute at~…
Applications Key: yeom2013overcoming techreport
@techreport{yeom2013overcoming,
  title={Overcoming the scalability challenges of contagion simulations on Blue Waters},
  author={Yeom, Jae-Seung and Bhatele, Abhinav and Bisset, Keith and Bohm, Eric and Gupta, Abhishek and Kale, Laxmikant V and Marathe, Madhav and Nikolopoulos, Dimitrios S and Schulz, Martin and Wesolowski, Lukasz},
  year={2013},
  institution={Technical Report 13-057, NDSSL, Virginia Bioinformatics Institute at~…}
}
Parallelizing heavyweight debugging tools with mpiecho
Rountree, Barry and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Lowenthal, David K and Cobb, Guy and Tufo, Henry • Parallel Computing • Vol. 39 • No. 3 • pp. 156--166
HPC Key: rountree2013parallelizing article
@article{rountree2013parallelizing,
  title={Parallelizing heavyweight debugging tools with mpiecho},
  author={Rountree, Barry and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Lowenthal, David K and Cobb, Guy and Tufo, Henry},
  journal={Parallel Computing},
  volume={39},
  number={3},
  pages={156--166},
  year={2013},
  publisher={Elsevier}
}
Runtime MPI collective checking with tree-based overlay networks
Hilbrich, Tobias and de Supinski, Bronis R and H{ä}nsel, Fabian and M{ü}ller, Matthias S and Schulz, Martin and Nagel, Wolfgang E • Proceedings of the 20th European MPI Users' Group Meeting • pp. 129--134
Programming Model Key: hilbrich2013runtime inproceedings
@inproceedings{hilbrich2013runtime,
  title={Runtime MPI collective checking with tree-based overlay networks},
  author={Hilbrich, Tobias and de Supinski, Bronis R and H{\"a}nsel, Fabian and M{\"u}ller, Matthias S and Schulz, Martin and Nagel, Wolfgang E},
  booktitle={Proceedings of the 20th European MPI Users' Group Meeting},
  pages={129--134},
  year={2013}
}
Scalable parallel debugging via loop-aware progress dependence analysis
Mitra, Subrata and Laguna, Ignacio and Ahn, Dong H and Gamblin, Todd and Schulz, Martin and Bagchi, Saurabh • The International Conference for High Performance Computing, Networking, Storage and Analysis
HPC Key: mitra2013scalable inproceedings
@inproceedings{mitra2013scalable,
  title={Scalable parallel debugging via loop-aware progress dependence analysis},
  author={Mitra, Subrata and Laguna, Ignacio and Ahn, Dong H and Gamblin, Todd and Schulz, Martin and Bagchi, Saurabh},
  booktitle={The International Conference for High Performance Computing, Networking, Storage and Analysis},
  year={2013}
}
Structural Comparison of Parallel Applications
Weber, Matthias and Mohror, Kathryn and Schulz, Martin and de Supinski, Bronis R and Brunst, Holger and Nagel, Wolfgang E • Research poster, Supercomputing
HPC Key: weber2013structural article
@article{weber2013structural,
  title={Structural Comparison of Parallel Applications},
  author={Weber, Matthias and Mohror, Kathryn and Schulz, Martin and de Supinski, Bronis R and Brunst, Holger and Nagel, Wolfgang E},
  journal={Research poster, Supercomputing},
  year={2013}
}
Systematic reduction of data movement in algebraic multigrid solvers
Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier • 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum • pp. 1675--1682
Applications Key: gahvari2013systematic inproceedings
@inproceedings{gahvari2013systematic,
  title={Systematic reduction of data movement in algebraic multigrid solvers},
  author={Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={2013 IEEE International Symposium on Parallel \& Distributed Processing, Workshops and Phd Forum},
  pages={1675--1682},
  year={2013},
  organization={IEEE}
}
The Dynamic Analyzer for MPI: the first dynamic analyzer of MPI
Vo, A and Ananthakrishnan, S and Gopalakrishnan, G and Kirby, RM and de Supinski, BR and Schulz, M and Bronevetsky, G and Ahn, DH • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Programming Model Key: vo2013dynamic techreport
@techreport{vo2013dynamic,
  title={The Dynamic Analyzer for MPI: the first dynamic analyzer of MPI},
  author={Vo, A and Ananthakrishnan, S and Gopalakrishnan, G and Kirby, RM and de Supinski, BR and Schulz, M and Bronevetsky, G and Ahn, DH},
  year={2013},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
The MPI Message Queue Dumping Interface
Vo, Anh and DelSignore, John and Mohror, Kathryn and Squyres, Jeff and Ahn, Dong and Gropp, William and Schulz, Martin
Programming Model Key: vo2013mpi article
@article{vo2013mpi,
  title={The MPI Message Queue Dumping Interface},
  author={Vo, Anh and DelSignore, John and Mohror, Kathryn and Squyres, Jeff and Ahn, Dong and Gropp, William and Schulz, Martin},
  year={2013}
}
Tools for High Productivity Supercomputing
Wylie, Brian JN and Schulz, Martin • European Conference on Parallel Computing • No. FZJ-2014-01310
HPC Key: wylie2013tools inproceedings
@inproceedings{wylie2013tools,
  title={Tools for High Productivity Supercomputing},
  author={Wylie, Brian JN and Schulz, Martin},
  booktitle={European Conference on Parallel Computing},
  number={FZJ-2014-01310},
  year={2013},
  organization={J{\"u}lich Supercomputing Center}
}
A user perspective of high-performance computing on the cloud
Marathe, A and Lowenthal, D and Rountree, B and Yuan, X and Schulz, M and De Supinski, B • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: marathe2012user techreport
@techreport{marathe2012user,
  title={A user perspective of high-performance computing on the cloud},
  author={Marathe, A and Lowenthal, D and Rountree, B and Yuan, X and Schulz, M and De Supinski, B},
  year={2012},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Beyond DVFS: A first look at performance under a hardware-enforced power bound
Rountree, Barry and Ahn, Dong H and De Supinski, Bronis R and Lowenthal, David K and Schulz, Martin • 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum • pp. 947--953
Architecture Key: rountree2012beyond inproceedings
@inproceedings{rountree2012beyond,
  title={Beyond DVFS: A first look at performance under a hardware-enforced power bound},
  author={Rountree, Barry and Ahn, Dong H and De Supinski, Bronis R and Lowenthal, David K and Schulz, Martin},
  booktitle={2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops \& PhD Forum},
  pages={947--953},
  year={2012},
  organization={IEEE}
}
Characterizing the behavior of bandwidth-bound applications on torus networks
Jain, N and Bhatele, A and Menon, H and Gamblin, T and Schulz, M and Kale, LV • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: jain2012characterizing techreport
@techreport{jain2012characterizing,
  title={Characterizing the behavior of bandwidth-bound applications on torus networks},
  author={Jain, N and Bhatele, A and Menon, H and Gamblin, T and Schulz, M and Kale, LV},
  year={2012},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Creating a tool set for optimizing topology-aware node mappings
Schulz, Martin and Bhatele, Abhinav and Bremer, Peer-Timo and Gamblin, Todd and Isaacs, Katherine and Levine, Joshua A and Pascucci, Valerio • Tools for High Performance Computing 2011: Proceedings of the 5th International Workshop on Parallel Tools for High Performance Computing, September 2011, ZIH, Dresden • pp. 1--12
HPC Key: schulz2012creating inproceedings
@inproceedings{schulz2012creating,
  title={Creating a tool set for optimizing topology-aware node mappings},
  author={Schulz, Martin and Bhatele, Abhinav and Bremer, Peer-Timo and Gamblin, Todd and Isaacs, Katherine and Levine, Joshua A and Pascucci, Valerio},
  booktitle={Tools for High Performance Computing 2011: Proceedings of the 5th International Workshop on Parallel Tools for High Performance Computing, September 2011, ZIH, Dresden},
  pages={1--12},
  year={2012},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Fault Management Workshop Final Report, August 13, 2012
Geist, Al and Snir, Marc and Roman, Eric and Still, Bert and Clay, Robert and Engelmann, Christian and Ross, Rob and Schulz, Martin and Krishnamoorthy, Sriram and Vishnu, Abhinav and others • USDOE Office of Science (SC), Washington, DC (United States)
Applications Key: geist2012fault techreport
@techreport{geist2012fault,
  title={Fault Management Workshop Final Report, August 13, 2012},
  author={Geist, Al and Snir, Marc and Roman, Eric and Still, Bert and Clay, Robert and Engelmann, Christian and Ross, Rob and Schulz, Martin and Krishnamoorthy, Sriram and Vishnu, Abhinav and others},
  year={2012},
  institution={USDOE Office of Science (SC), Washington, DC (United States)}
}
Fault resilience of the algebraic multi-grid solver
Casas, Marc and de Supinski, Bronis R and Bronevetsky, Greg and Schulz, Martin • Proceedings of the 26th ACM international conference on Supercomputing • pp. 91--100
HPC Key: casas2012fault inproceedings
@inproceedings{casas2012fault,
  title={Fault resilience of the algebraic multi-grid solver},
  author={Casas, Marc and de Supinski, Bronis R and Bronevetsky, Greg and Schulz, Martin},
  booktitle={Proceedings of the 26th ACM international conference on Supercomputing},
  pages={91--100},
  year={2012}
}
GTI: A generic tools infrastructure for event-based tools in parallel systems
Hilbrich, Tobias and M{ü}ller, Matthias S and de Supinski, Bronis R and Schulz, Martin and Nagel, Wolfgang E • 2012 IEEE 26th International Parallel and Distributed Processing Symposium • pp. 1364--1375
Applications Key: hilbrich2012gti inproceedings
@inproceedings{hilbrich2012gti,
  title={GTI: A generic tools infrastructure for event-based tools in parallel systems},
  author={Hilbrich, Tobias and M{\"u}ller, Matthias S and de Supinski, Bronis R and Schulz, Martin and Nagel, Wolfgang E},
  booktitle={2012 IEEE 26th International Parallel and Distributed Processing Symposium},
  pages={1364--1375},
  year={2012},
  organization={IEEE}
}
Inter-agency workshop on hpc resilience at extreme scale
Daly, John and Harrod, Bill and Hoang, Thuc and Nowell, Lucy and Adolf, Bob and Borkar, Shekhar and DeBardeleben, Nathan and Elnozahy, Mootaz and Heroux, Mike and Rogers, David and others • National Security Agency Advanced Computing Systems
HPC Key: daly2012inter article
@article{daly2012inter,
  title={Inter-agency workshop on hpc resilience at extreme scale},
  author={Daly, John and Harrod, Bill and Hoang, Thuc and Nowell, Lucy and Adolf, Bob and Borkar, Shekhar and DeBardeleben, Nathan and Elnozahy, Mootaz and Heroux, Mike and Rogers, David and others},
  journal={National Security Agency Advanced Computing Systems},
  year={2012}
}
Inter-Agency Workshop on HPC Resilience at Extreme Scale
DOD, John Daly and Harrod, Bill and Hoang, Thuc and Nowell, Lucy and Adolf, Bob and Borkar, Shekhar and DeBardeleben, Nathan and Heroux, Mike and Rogers, David and Sarkar, Vivek and others
HPC Key: dod2012inter article
@article{dod2012inter,
  title={Inter-Agency Workshop on HPC Resilience at Extreme Scale},
  author={DOD, John Daly and Harrod, Bill and Hoang, Thuc and Nowell, Lucy and Adolf, Bob and Borkar, Shekhar and DeBardeleben, Nathan and Heroux, Mike and Rogers, David and Sarkar, Vivek and others},
  year={2012}
}
Inter-Agency Workshop on HPC Resilience at Extreme Scale
Catonsville, MD and Adolf, Bob and Borkar, Shekhar and DeBardeleben, Nathan and Heroux, Mike and Rogers, Dave and Sarkar, Vivek and Schulz, Martin and Snir, Mark and UMN, Bob Woodward and others
HPC Key: catonsville2012inter article
@article{catonsville2012inter,
  title={Inter-Agency Workshop on HPC Resilience at Extreme Scale},
  author={Catonsville, MD and Adolf, Bob and Borkar, Shekhar and DeBardeleben, Nathan and Heroux, Mike and Rogers, Dave and Sarkar, Vivek and Schulz, Martin and Snir, Mark and UMN, Bob Woodward and others},
  year={2012}
}
Interactive visualizations for performance analysis of heterogeneous computing clusters
Landge, A and Levine, J and Bremer, P and Schulz, M and Gamblin, T and Bhatele, A and Isaacs, K and Pascucci, V • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: landge2012interactive techreport
@techreport{landge2012interactive,
  title={Interactive visualizations for performance analysis of heterogeneous computing clusters},
  author={Landge, A and Levine, J and Bremer, P and Schulz, M and Gamblin, T and Bhatele, A and Isaacs, K and Pascucci, V},
  year={2012},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Intuitive visualizations through multi-domain projections for performance analysis at scale
Bhatele, Abhinav and Bremer, Peer Timo and Gamblin, Todd and Schulz, Martin • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
HPC Key: bhatele2012intuitive techreport
@techreport{bhatele2012intuitive,
  title={Intuitive visualizations through multi-domain projections for performance analysis at scale},
  author={Bhatele, Abhinav and Bremer, Peer Timo and Gamblin, Todd and Schulz, Martin},
  year={2012},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Lulesh programming model and performance ports overview
Karlin, Ian and Bhatele, Abhinav and Chamberlain, Brad and Cohen, Jonathan and Devito, Zachary and Gokhale, Maya and Haque, Riyaz and Hornung, Rich and Keasler, Jeff and Laney, Dan and others • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: karlin2012lulesh techreport
@techreport{karlin2012lulesh,
  title={Lulesh programming model and performance ports overview},
  author={Karlin, Ian and Bhatele, Abhinav and Chamberlain, Brad and Cohen, Jonathan and Devito, Zachary and Gokhale, Maya and Haque, Riyaz and Hornung, Rich and Keasler, Jeff and Laney, Dan and others},
  year={2012},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Mapping applications with collectives over sub-communicators on torus networks
Bhatele, Abhinav and Gamblin, Todd and Langer, Steven H and Bremer, Peer-Timo and Draeger, Erik W and Hamann, Bernd and Isaacs, Katherine E and Landge, Aaditya G and Levine, Joshua A and Pascucci, Valerio and others • SC'12: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis • pp. 1--11
Programming Model Key: bhatele2012mapping inproceedings
@inproceedings{bhatele2012mapping,
  title={Mapping applications with collectives over sub-communicators on torus networks},
  author={Bhatele, Abhinav and Gamblin, Todd and Langer, Steven H and Bremer, Peer-Timo and Draeger, Erik W and Hamann, Bernd and Isaacs, Katherine E and Landge, Aaditya G and Levine, Joshua A and Pascucci, Valerio and others},
  booktitle={SC'12: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis},
  pages={1--11},
  year={2012},
  organization={IEEE}
}
Mechanisms and evaluation of cross-layer fault-tolerance for supercomputing
Ho, Chen-Han and de Kruijf, Marc and Sankaralingam, Karthikeyan and Rountree, Barry and Schulz, Martin and de Supinski, Bronis R • 2012 41st International Conference on Parallel Processing • pp. 510--519
HPC Key: ho2012mechanisms inproceedings
@inproceedings{ho2012mechanisms,
  title={Mechanisms and evaluation of cross-layer fault-tolerance for supercomputing},
  author={Ho, Chen-Han and de Kruijf, Marc and Sankaralingam, Karthikeyan and Rountree, Barry and Schulz, Martin and de Supinski, Bronis R},
  booktitle={2012 41st International Conference on Parallel Processing},
  pages={510--519},
  year={2012},
  organization={IEEE}
}
Modeling the performance of an algebraic multigrid cycle using hybrid mpi/openmp
Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier • 2012 41st International Conference on Parallel Processing • pp. 128--137
Programming Model Key: gahvari2012modeling inproceedings
@inproceedings{gahvari2012modeling,
  title={Modeling the performance of an algebraic multigrid cycle using hybrid mpi/openmp},
  author={Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={2012 41st International Conference on Parallel Processing},
  pages={128--137},
  year={2012},
  organization={IEEE}
}
Novel views of performance data to analyze large-scale adaptive applications
Bhatele, Abhinav and Gamblin, Todd and Isaacs, Katherine E and Gunney, Brian TN and Schulz, Martin and Bremer, Peer-Timo and Hamann, Bernd • SC'12: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis • pp. 1--11
HPC Key: bhatele2012novel inproceedings
@inproceedings{bhatele2012novel,
  title={Novel views of performance data to analyze large-scale adaptive applications},
  author={Bhatele, Abhinav and Gamblin, Todd and Isaacs, Katherine E and Gunney, Brian TN and Schulz, Martin and Bremer, Peer-Timo and Hamann, Bernd},
  booktitle={SC'12: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis},
  pages={1--11},
  year={2012},
  organization={IEEE}
}
Performance Characterization and Validation of mocfe_bone
Bhatele, A and Schulz, M • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: bhatele2012performance techreport
@techreport{bhatele2012performance,
  title={Performance Characterization and Validation of mocfe\_bone},
  author={Bhatele, A and Schulz, M},
  year={2012},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Performance modeling of algebraic multigrid on blue Gene/Q: lessons learned
Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier • 2012 SC Companion: High Performance Computing, Networking Storage and Analysis • pp. 377--385
HPC Key: gahvari2012performance inproceedings
@inproceedings{gahvari2012performance,
  title={Performance modeling of algebraic multigrid on blue Gene/Q: lessons learned},
  author={Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={2012 SC Companion: High Performance Computing, Networking Storage and Analysis},
  pages={377--385},
  year={2012},
  organization={IEEE}
}
Preparing algebraic multigrid for exascale
Baker, Allison H and Falgout, Robert D and Gahvari, Hormozd and Gamblin, Todd and Gropp, William and Kolev, Tzanio V and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
HPC Key: baker2012preparing techreport
@techreport{baker2012preparing,
  title={Preparing algebraic multigrid for exascale},
  author={Baker, Allison H and Falgout, Robert D and Gahvari, Hormozd and Gamblin, Todd and Gropp, William and Kolev, Tzanio V and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier},
  year={2012},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Program Development Tools and Infrastructures: Activities by ASC CSSE/CCE and Partners
Schulz, Martin and Ahn, Dong and de Supinksi, Bronis and Gamblin, Todd and Gutierrez, Samual and Lee, Greg and Legrende, Matthew and Machado, Anthony and Mason, Michael and Montoya, David and others • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: schulz2012program techreport
@techreport{schulz2012program,
  title={Program Development Tools and Infrastructures: Activities by ASC CSSE/CCE and Partners},
  author={Schulz, Martin and Ahn, Dong and de Supinksi, Bronis and Gamblin, Todd and Gutierrez, Samual and Lee, Greg and Legrende, Matthew and Machado, Anthony and Mason, Michael and Montoya, David and others},
  year={2012},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Quantifying the effectiveness of load balance algorithms
Pearce, Olga and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Amato, Nancy M • Proceedings of the 26th ACM international conference on Supercomputing • pp. 185--194
HPC Key: pearce2012quantifying inproceedings
@inproceedings{pearce2012quantifying,
  title={Quantifying the effectiveness of load balance algorithms},
  author={Pearce, Olga and Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Amato, Nancy M},
  booktitle={Proceedings of the 26th ACM international conference on Supercomputing},
  pages={185--194},
  year={2012}
}
Scalable critical-path based performance analysis
B{ö}hme, David and Wolf, Felix and de Supinski, Bronis R and Schulz, Martin and Geimer, Markus • 2012 IEEE 26th International Parallel and Distributed Processing Symposium • pp. 1330--1340
HPC Key: bohme2012scalable inproceedings
@inproceedings{bohme2012scalable,
  title={Scalable critical-path based performance analysis},
  author={B{\"o}hme, David and Wolf, Felix and de Supinski, Bronis R and Schulz, Martin and Geimer, Markus},
  booktitle={2012 IEEE 26th International Parallel and Distributed Processing Symposium},
  pages={1330--1340},
  year={2012},
  organization={IEEE}
}
Simplifying Performance Analysis of Large-scale Adaptive Scientific Applications
Bhatele, Abhinav and Gamblin, Todd and Gunney, Brian TN and Schulz, Martin and Bremer, Peer-Timo • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
HPC Key: bhatele2012simplifying techreport
@techreport{bhatele2012simplifying,
  title={Simplifying Performance Analysis of Large-scale Adaptive Scientific Applications},
  author={Bhatele, Abhinav and Gamblin, Todd and Gunney, Brian TN and Schulz, Martin and Bremer, Peer-Timo},
  year={2012},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Strategies for energy-efficient resource management of hybrid programming models
Li, Dong and De Supinski, Bronis R and Schulz, Martin and Nikolopoulos, Dimitrios S and Cameron, Kirk W • IEEE Transactions on parallel and distributed Systems • Vol. 24 • No. 1 • pp. 144--157
Applications Key: li2012strategies article
@article{li2012strategies,
  title={Strategies for energy-efficient resource management of hybrid programming models},
  author={Li, Dong and De Supinski, Bronis R and Schulz, Martin and Nikolopoulos, Dimitrios S and Cameron, Kirk W},
  journal={IEEE Transactions on parallel and distributed Systems},
  volume={24},
  number={1},
  pages={144--157},
  year={2012},
  publisher={IEEE}
}
The myrmics memory allocator: hierarchical, message-passing allocation for global address spaces
Lyberis, Spyros and Pratikakis, Polyvios and Nikolopoulos, Dimitrios S and Schulz, Martin and Gamblin, Todd and de Supinski, Bronis R • ACM SIGPLAN Notices • Vol. 47 • No. 11 • pp. 15--24
Architecture Key: lyberis2012myrmics article
@article{lyberis2012myrmics,
  title={The myrmics memory allocator: hierarchical, message-passing allocation for global address spaces},
  author={Lyberis, Spyros and Pratikakis, Polyvios and Nikolopoulos, Dimitrios S and Schulz, Martin and Gamblin, Todd and de Supinski, Bronis R},
  journal={ACM SIGPLAN Notices},
  volume={47},
  number={11},
  pages={15--24},
  year={2012},
  publisher={ACM New York, NY, USA}
}
US Department of Energy fault management workshop
Geist, Al and Lucas, Bob and Snir, Marc and Borkar, Shekhar and Roman, Eric and Elnozahy, Mootaz and Still, Bert and Chien, Andrew and Clay, Robert and Wu, John and others • Workshop report
Applications Key: geist2012us inproceedings
@inproceedings{geist2012us,
  title={US Department of Energy fault management workshop},
  author={Geist, Al and Lucas, Bob and Snir, Marc and Borkar, Shekhar and Roman, Eric and Elnozahy, Mootaz and Still, Bert and Chien, Andrew and Clay, Robert and Wu, John and others},
  booktitle={Workshop report},
  year={2012}
}
Visualizing network traffic to understand the performance of massively parallel simulations
Landge, Aaditya G and Levine, Joshua A and Bhatele, Abhinav and Isaacs, Katherine E and Gamblin, Todd and Schulz, Martin and Langer, Steve H and Bremer, Peer-Timo and Pascucci, Valerio • IEEE Transactions on Visualization and Computer Graphics • Vol. 18 • No. 12 • pp. 2467--2476
Applications Key: landge2012visualizing article
@article{landge2012visualizing,
  title={Visualizing network traffic to understand the performance of massively parallel simulations},
  author={Landge, Aaditya G and Levine, Joshua A and Bhatele, Abhinav and Isaacs, Katherine E and Gamblin, Todd and Schulz, Martin and Langer, Steve H and Bremer, Peer-Timo and Pascucci, Valerio},
  journal={IEEE Transactions on Visualization and Computer Graphics},
  volume={18},
  number={12},
  pages={2467--2476},
  year={2012},
  publisher={IEEE}
}
What scientific applications can benefit from hardware transactional memory?
Schindewolf, Martin and Biliari, Barna and Gyllenhaal, John and Schulz, Martin and Wang, Amy and Karl, Wolfgang • SC'12: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis • pp. 1--11
Architecture Key: schindewolf2012scientific inproceedings
@inproceedings{schindewolf2012scientific,
  title={What scientific applications can benefit from hardware transactional memory?},
  author={Schindewolf, Martin and Biliari, Barna and Gyllenhaal, John and Schulz, Martin and Wang, Amy and Karl, Wolfgang},
  booktitle={SC'12: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis},
  pages={1--11},
  year={2012},
  organization={IEEE}
}
What Scientific Applications can Benefit from Hardware Transactional Memory?-Early experience from a commercially available HTM system.
Schindewolf, M and Schulz, M and Bihari, B and Gyllenhaal, J and Wang, A and Karl, W • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Architecture Key: schindewolf2012scientific techreport
@techreport{schindewolf2012scientific,
  title={What Scientific Applications can Benefit from Hardware Transactional Memory?-Early experience from a commercially available HTM system.},
  author={Schindewolf, M and Schulz, M and Bihari, B and Gyllenhaal, J and Wang, A and Karl, W},
  year={2012},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
A framework for bootstrapping extreme scale software systems
Goehner, Joshua D and Arnold, Dorian C and Ahn, Dong H and Lee, Gregory L and de Supinski, Bronis R and LeGendre, Matthew P and Schulz, Martin and Miller, Barton P • Workshop on High-performance Infrastructure for Scalable Tools, Tucson, Arizona
Applications Key: goehner2011framework inproceedings
@inproceedings{goehner2011framework,
  title={A framework for bootstrapping extreme scale software systems},
  author={Goehner, Joshua D and Arnold, Dorian C and Ahn, Dong H and Lee, Gregory L and de Supinski, Bronis R and LeGendre, Matthew P and Schulz, Martin and Miller, Barton P},
  booktitle={Workshop on High-performance Infrastructure for Scalable Tools, Tucson, Arizona},
  year={2011}
}
A Topology-Aware Application-Independent Load Model for Parallel Codes
Pearce, O. and de Supinski, B.R. and Gamblin, G. and Schulz, M. and Amato, N. • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: pearce2011topology techreport
@techreport{pearce2011topology,
  title={A Topology-Aware Application-Independent Load Model for Parallel Codes},
  author={Pearce, O. and de Supinski, B.R. and Gamblin, G. and Schulz, M. and Amato, N.},
  year={2011},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Challenges of scaling algebraic multigrid across modern multicore architectures
Baker, Allison H and Gamblin, Todd and Schulz, Martin and Yang, Ulrike Meier • 2011 IEEE International Parallel & Distributed Processing Symposium • pp. 275--286
Architecture Key: baker2011challenges inproceedings
@inproceedings{baker2011challenges,
  title={Challenges of scaling algebraic multigrid across modern multicore architectures},
  author={Baker, Allison H and Gamblin, Todd and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={2011 IEEE International Parallel \& Distributed Processing Symposium},
  pages={275--286},
  year={2011},
  organization={IEEE}
}
Checkpointing
Schulz, Martin • Encyclopedia of Parallel Computing • pp. 264--273
HPC Key: schulz2011checkpointing incollection
@incollection{schulz2011checkpointing,
  title={Checkpointing},
  author={Schulz, Martin},
  booktitle={Encyclopedia of Parallel Computing},
  pages={264--273},
  year={2011},
  publisher={Springer, Boston, MA}
}
Exploiting data similarity to reduce memory footprints
Biswas, Susmit and De Supinski, Bronis R and Schulz, Martin and Franklin, Diana and Sherwood, Timothy and Chong, Frederic T • 2011 IEEE International Parallel & Distributed Processing Symposium • pp. 152--163
Architecture Key: biswas2011exploiting inproceedings
@inproceedings{biswas2011exploiting,
  title={Exploiting data similarity to reduce memory footprints},
  author={Biswas, Susmit and De Supinski, Bronis R and Schulz, Martin and Franklin, Diana and Sherwood, Timothy and Chong, Frederic T},
  booktitle={2011 IEEE International Parallel \& Distributed Processing Symposium},
  pages={152--163},
  year={2011},
  organization={IEEE}
}
Formal analysis of MPI-based parallel programs
Gopalakrishnan, Ganesh and Kirby, Robert M and Siegel, Stephen and Thakur, Rajeev and Gropp, William and Lusk, Ewing and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg • Communications of the ACM • Vol. 54 • No. 12 • pp. 82--91
Programming Model Key: gopalakrishnan2011formal article
@article{gopalakrishnan2011formal,
  title={Formal analysis of MPI-based parallel programs},
  author={Gopalakrishnan, Ganesh and Kirby, Robert M and Siegel, Stephen and Thakur, Rajeev and Gropp, William and Lusk, Ewing and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg},
  journal={Communications of the ACM},
  volume={54},
  number={12},
  pages={82--91},
  year={2011},
  publisher={ACM New York, NY, USA}
}
From petascale to exascale: Eight focus areas of R&D challenges for HPC simulation environments
Springmeyer, R and Still, C and Schulz, M and Ahrens, J and Hemmert, S and Minnich, R and McCormick, P and Ward, L and Knoll, D • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: springmeyer2011petascale techreport
@techreport{springmeyer2011petascale,
  title={From petascale to exascale: Eight focus areas of R\&D challenges for HPC simulation environments},
  author={Springmeyer, R and Still, C and Schulz, M and Ahrens, J and Hemmert, S and Minnich, R and McCormick, P and Ward, L and Knoll, D},
  year={2011},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
ICS
Aamodt, Tor and Amato, Nancy M and Arnold, Dorian C and Bartolini, Sandro and Boku, Taisuke and Brooks, David and Buttari, Alfredo and Byrd, Gregory T and Carter, John and Chame, Jacqueline and others
Applications Key: aamodt2011ics article
@article{aamodt2011ics,
  title={ICS},
  author={Aamodt, Tor and Amato, Nancy M and Arnold, Dorian C and Bartolini, Sandro and Boku, Taisuke and Brooks, David and Buttari, Alfredo and Byrd, Gregory T and Carter, John and Chame, Jacqueline and others},
  year={2011}
}
Interpreting performance data across intuitive domains
Schulz, Martin and Levine, Joshua A and Bremer, Peer-Timo and Gamblin, Todd and Pascucci, Valerio • 2011 International Conference on Parallel Processing • pp. 206--215
Applications Key: schulz2011interpreting inproceedings
@inproceedings{schulz2011interpreting,
  title={Interpreting performance data across intuitive domains},
  author={Schulz, Martin and Levine, Joshua A and Bremer, Peer-Timo and Gamblin, Todd and Pascucci, Valerio},
  booktitle={2011 International Conference on Parallel Processing},
  pages={206--215},
  year={2011},
  organization={IEEE}
}
Intuitive performance visualization techniques for topological analysis on capability machines
{Todd Gamblin and • Summer United Workshops on Parallel, Distributed, and Cooperative Processing
Applications Key: GSBLP11 inproceedings
@inproceedings{GSBLP11,
  author = {Todd Gamblin and
      Martin Schulz and
         Peer-Timo Bremer and
         Joshua A. Levine and
         Valerio Pascucci},
  title = {Intuitive performance visualization techniques for topological analysis on capability machines},
  booktitle = {Summer United Workshops on Parallel, Distributed, and Cooperative Processing},
  year = {2011},
  month = jul,
  address = {Kagoshima, Japan},
  projtype = {W}
}
Large scale debugging of parallel tasks with automaded
Laguna, Ignacio and Gamblin, Todd and de Supinski, Bronis R and Bagchi, Saurabh and Bronevetsky, Greg and Anh, Dong H and Schulz, Martin and Rountree, Barry • Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--10
HPC Key: laguna2011large inproceedings
@inproceedings{laguna2011large,
  title={Large scale debugging of parallel tasks with automaded},
  author={Laguna, Ignacio and Gamblin, Todd and de Supinski, Bronis R and Bagchi, Saurabh and Bronevetsky, Greg and Anh, Dong H and Schulz, Martin and Rountree, Barry},
  booktitle={Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--10},
  year={2011}
}
Large scale verification of MPI programs using Lamport clocks with lazy update
Vo, Anh and Gopalakrishnan, Ganesh and Kirby, Robert M and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg • 2011 International Conference on Parallel Architectures and Compilation Techniques • pp. 330--339
Programming Model Key: vo2011large inproceedings
@inproceedings{vo2011large,
  title={Large scale verification of MPI programs using Lamport clocks with lazy update},
  author={Vo, Anh and Gopalakrishnan, Ganesh and Kirby, Robert M and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg},
  booktitle={2011 International Conference on Parallel Architectures and Compilation Techniques},
  pages={330--339},
  year={2011},
  organization={IEEE}
}
Modeling the performance of an algebraic multigrid cycle on HPC platforms
Gahvari, Hormozd and Baker, Allison H and Schulz, Martin and Yang, Ulrike Meier and Jordan, Kirk E and Gropp, William • Proceedings of the international conference on Supercomputing • pp. 172--181
HPC Key: gahvari2011modeling inproceedings
@inproceedings{gahvari2011modeling,
  title={Modeling the performance of an algebraic multigrid cycle on HPC platforms},
  author={Gahvari, Hormozd and Baker, Allison H and Schulz, Martin and Yang, Ulrike Meier and Jordan, Kirk E and Gropp, William},
  booktitle={Proceedings of the international conference on Supercomputing},
  pages={172--181},
  year={2011}
}
Mpiecho: A framework for transparent mpi task replication
Cobb, Guy and Roundtree, B and Tufo, Henry and Schulz, Martin and Gamblin, Todd and de Supinski, Bronis • Dept. of Computer Science, University of Colorado at Boulder, Tech. Rep. CU-CS-1082-11
Programming Model Key: cobb2011mpiecho article
@article{cobb2011mpiecho,
  title={Mpiecho: A framework for transparent mpi task replication},
  author={Cobb, Guy and Roundtree, B and Tufo, Henry and Schulz, Martin and Gamblin, Todd and de Supinski, Bronis},
  journal={Dept. of Computer Science, University of Colorado at Boulder, Tech. Rep. CU-CS-1082-11},
  year={2011}
}
Order preserving event aggregation in TBONs
Hilbrich, Tobias and M{ü}ller, Matthias S and Schulz, Martin and de Supinski, Bronis R • European MPI Users' Group Meeting • pp. 19--28
Programming Model Key: hilbrich2011order inproceedings
@inproceedings{hilbrich2011order,
  title={Order preserving event aggregation in TBONs},
  author={Hilbrich, Tobias and M{\"u}ller, Matthias S and Schulz, Martin and de Supinski, Bronis R},
  booktitle={European MPI Users' Group Meeting},
  pages={19--28},
  year={2011},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Practical performance prediction under dynamic voltage frequency scaling
Rountree, Barry and Lowenthal, David K and Schulz, Martin and De Supinski, Bronis R • 2011 International Green Computing Conference and Workshops • pp. 1--8
Applications Key: rountree2011practical inproceedings
@inproceedings{rountree2011practical,
  title={Practical performance prediction under dynamic voltage frequency scaling},
  author={Rountree, Barry and Lowenthal, David K and Schulz, Martin and De Supinski, Bronis R},
  booktitle={2011 International Green Computing Conference and Workshops},
  pages={1--8},
  year={2011},
  organization={IEEE}
}
Reconciling sampling and direct instrumentation for unintrusive call-path profiling of MPI programs
Gamblin, Todd and Schulz, Martin and de Supinski, Bronis R and Wolf, Felix and Wylie, Brian JN and others • 2011 IEEE International Parallel & Distributed Processing Symposium • pp. 640--651
Programming Model Key: gamblin2011reconciling inproceedings
@inproceedings{gamblin2011reconciling,
  title={Reconciling sampling and direct instrumentation for unintrusive call-path profiling of MPI programs},
  author={Gamblin, Todd and Schulz, Martin and de Supinski, Bronis R and Wolf, Felix and Wylie, Brian JN and others},
  booktitle={2011 IEEE International Parallel \& Distributed Processing Symposium},
  pages={640--651},
  year={2011},
  organization={IEEE}
}
Scalable memory registration for high performance networks using helper threads
Li, Dong and Cameron, Kirk W and Nikolopoulos, Dimitrios S and de Supinski, Bronis R and Schulz, Martin • Proceedings of the 8th ACM International Conference on Computing Frontiers • pp. 1--10
Architecture Key: li2011scalable inproceedings
@inproceedings{li2011scalable,
  title={Scalable memory registration for high performance networks using helper threads},
  author={Li, Dong and Cameron, Kirk W and Nikolopoulos, Dimitrios S and de Supinski, Bronis R and Schulz, Martin},
  booktitle={Proceedings of the 8th ACM International Conference on Computing Frontiers},
  pages={1--10},
  year={2011}
}
Scaling algebraic multigrid solvers: On the road to exascale
Baker, Allison H and Falgout, Robert D and Gamblin, Todd and Kolev, Tzanio V and Schulz, Martin and Yang, Ulrike Meier • Competence in High Performance Computing 2010: Proceedings of an International Conference on Competence in High Performance Computing, June 2010, Schloss Schwetzingen, Germany • pp. 215--226
HPC Key: baker2011scaling inproceedings
@inproceedings{baker2011scaling,
  title={Scaling algebraic multigrid solvers: On the road to exascale},
  author={Baker, Allison H and Falgout, Robert D and Gamblin, Todd and Kolev, Tzanio V and Schulz, Martin and Yang, Ulrike Meier},
  booktitle={Competence in High Performance Computing 2010: Proceedings of an International Conference on Competence in High Performance Computing, June 2010, Schloss Schwetzingen, Germany},
  pages={215--226},
  year={2011},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Tool Gear Version 2.3
Gyllenhaal, J and May, J and Schulz, M • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: gyllenhaal2011tool techreport
@techreport{gyllenhaal2011tool,
  title={Tool Gear Version 2.3},
  author={Gyllenhaal, J and May, J and Schulz, M},
  year={2011},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Tools and Tool Support for the Exascale Era
Schulz, Martin • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
HPC Key: schulz2011tools techreport
@techreport{schulz2011tools,
  title={Tools and Tool Support for the Exascale Era},
  author={Schulz, Martin},
  year={2011},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Tuning an Electronic Structure Code
de Supinski, Bronis R and Schulz, Martin and Draeger, Erik W • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: de2011tuning techreport
@techreport{de2011tuning,
  title={Tuning an Electronic Structure Code},
  author={de Supinski, Bronis R and Schulz, Martin and Draeger, Erik W},
  year={2011},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
A scalable and distributed dynamic formal verifier for MPI programs
Vo, Anh and Aananthakrishnan, Sriram and Gopalakrishnan, Ganesh and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg • SC'10: Proceedings of the 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis • pp. 1--10
Programming Model Key: vo2010scalable inproceedings
@inproceedings{vo2010scalable,
  title={A scalable and distributed dynamic formal verifier for MPI programs},
  author={Vo, Anh and Aananthakrishnan, Sriram and Gopalakrishnan, Ganesh and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg},
  booktitle={SC'10: Proceedings of the 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis},
  pages={1--10},
  year={2010},
  organization={IEEE}
}
A Scalable and Distributed Dynamic Formal Verifier for MPI Programs, Supercomputing (SC), 2010, Accepted
Vo, Anh and Aananthakrishnan, Sriram and Gopalakrishnan, Ganesh and de Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg
Programming Model Key: vo2010scalable misc
@misc{vo2010scalable,
  title={A Scalable and Distributed Dynamic Formal Verifier for MPI Programs, Supercomputing (SC), 2010, Accepted},
  author={Vo, Anh and Aananthakrishnan, Sriram and Gopalakrishnan, Ganesh and de Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg},
  year={2010}
}
Analyzing the Performance of Scientific Applications with Open| SpeedShop
Schulz, M and Galarowicz, J and Maghrak, D and Hachfeld, W and Montoya, D and Cranford, S • Parallel Computational Fluid Dynamics: Recent Advances and Future Directions • pp. 151
Applications Key: schulz2010analyzing article
@article{schulz2010analyzing,
  title={Analyzing the Performance of Scientific Applications with Open| SpeedShop},
  author={Schulz, M and Galarowicz, J and Maghrak, D and Hachfeld, W and Montoya, D and Cranford, S},
  journal={Parallel Computational Fluid Dynamics: Recent Advances and Future Directions},
  pages={151},
  year={2010},
  publisher={DEStech Publications, Inc}
}
AutomaDeD: Automata-based debugging for dissimilar parallel tasks
Bronevetsky, Greg and Laguna, Ignacio and Bagchi, Saurabh and de Supinski, Bronis R and Ahn, Dong H and Schulz, Martin • 2010 IEEE/IFIP International Conference on Dependable Systems & Networks (DSN) • pp. 231--240
Applications Key: bronevetsky2010automaded inproceedings
@inproceedings{bronevetsky2010automaded,
  title={AutomaDeD: Automata-based debugging for dissimilar parallel tasks},
  author={Bronevetsky, Greg and Laguna, Ignacio and Bagchi, Saurabh and de Supinski, Bronis R and Ahn, Dong H and Schulz, Martin},
  booktitle={2010 IEEE/IFIP International Conference on Dependable Systems \& Networks (DSN)},
  pages={231--240},
  year={2010},
  organization={IEEE}
}
Challenges of algebraic multigrid across multicore architectures
Baker, AH and Gamblin, Todd and Schulz, Martin and Yang, UM • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Architecture Key: baker2010challenges techreport
@techreport{baker2010challenges,
  title={Challenges of algebraic multigrid across multicore architectures},
  author={Baker, AH and Gamblin, Todd and Schulz, Martin and Yang, UM},
  year={2010},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Clustering performance data efficiently at massive scales
Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Fowler, Rob and Reed, Daniel A • Proceedings of the 24th ACM International Conference on Supercomputing • pp. 243--252
HPC Key: gamblin2010clustering inproceedings
@inproceedings{gamblin2010clustering,
  title={Clustering performance data efficiently at massive scales},
  author={Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Fowler, Rob and Reed, Daniel A},
  booktitle={Proceedings of the 24th ACM International Conference on Supercomputing},
  pages={243--252},
  year={2010}
}
Comparing scalability prediction strategies on an SMP of CMPs
Singh, Karan and Curtis-Maury, Matthew and McKee, Sally A and Blagojevi{\'c}, Filip and Nikolopoulos, Dimitrios S and De Supinski, Bronis R and Schulz, Martin • European Conference on Parallel Processing • pp. 143--155
Applications Key: singh2010comparing inproceedings
@inproceedings{singh2010comparing,
  title={Comparing scalability prediction strategies on an SMP of CMPs},
  author={Singh, Karan and Curtis-Maury, Matthew and McKee, Sally A and Blagojevi{\'c}, Filip and Nikolopoulos, Dimitrios S and De Supinski, Bronis R and Schulz, Martin},
  booktitle={European Conference on Parallel Processing},
  pages={143--155},
  year={2010},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Exploitation of dynamic communication patterns through static analysis
Preissl, Robert and de Supinski, Bronis R and Schulz, Martin and Quinlan, Daniel J and Kranzlm{ü}ller, Dieter and Panas, Thomas • 2010 39th International Conference on Parallel Processing • pp. 51--60
Applications Key: preissl2010exploitation inproceedings
@inproceedings{preissl2010exploitation,
  title={Exploitation of dynamic communication patterns through static analysis},
  author={Preissl, Robert and de Supinski, Bronis R and Schulz, Martin and Quinlan, Daniel J and Kranzlm{\"u}ller, Dieter and Panas, Thomas},
  booktitle={2010 39th International Conference on Parallel Processing},
  pages={51--60},
  year={2010},
  organization={IEEE}
}
Flexible tools supporting a scalable first-principles MD code
de Supinski, Bronis R and Schultz, M and Draeger, Erik W and Bailey, DH and Lucas, RF and Williams, S • Scientific Computer Performance • pp. 297--314
Applications Key: de2010flexible misc
@misc{de2010flexible,
  title={Flexible tools supporting a scalable first-principles MD code},
  author={de Supinski, Bronis R and Schultz, M and Draeger, Erik W and Bailey, DH and Lucas, RF and Williams, S},
  journal={Scientific Computer Performance},
  pages={297--314},
  year={2010},
  publisher={Taylor and Francis}
}
Hybrid MPI/OpenMP power-aware computing
Li, Dong and de Supinski, Bronis R and Schulz, Martin and Cameron, Kirk and Nikolopoulos, Dimitrios S • 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) • pp. 1--12
Programming Model Key: li2010hybrid inproceedings
@inproceedings{li2010hybrid,
  title={Hybrid MPI/OpenMP power-aware computing},
  author={Li, Dong and de Supinski, Bronis R and Schulz, Martin and Cameron, Kirk and Nikolopoulos, Dimitrios S},
  booktitle={2010 IEEE International Symposium on Parallel \& Distributed Processing (IPDPS)},
  pages={1--12},
  year={2010},
  organization={IEEE}
}
I/O Performance of a Large-Scale, Interpreter-Driven Laser-Plasma Interaction Code
Gamblin, T and Langer, SH and Still, B and Hedges, R and Schulz, M and de Supinski, BR • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: gamblin2010performance techreport
@techreport{gamblin2010performance,
  title={I/O Performance of a Large-Scale, Interpreter-Driven Laser-Plasma Interaction Code},
  author={Gamblin, T and Langer, SH and Still, B and Hedges, R and Schulz, M and de Supinski, BR},
  year={2010},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
MUST: A scalable approach to runtime error detection in MPI programs
Hilbrich, Tobias and Schulz, Martin and de Supinski, Bronis R and M{ü}ller, Matthias S • Tools for High Performance Computing 2009: Proceedings of the 3rd International Workshop on Parallel Tools for High Performance Computing, September 2009, ZIH, Dresden • pp. 53--66
Programming Model Key: hilbrich2010must inproceedings
@inproceedings{hilbrich2010must,
  title={MUST: A scalable approach to runtime error detection in MPI programs},
  author={Hilbrich, Tobias and Schulz, Martin and de Supinski, Bronis R and M{\"u}ller, Matthias S},
  booktitle={Tools for High Performance Computing 2009: Proceedings of the 3rd International Workshop on Parallel Tools for High Performance Computing, September 2009, ZIH, Dresden},
  pages={53--66},
  year={2010},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
On the performance of an algebraic multigrid solver on multicore clusters
Baker, Allison H and Schulz, Martin and Yang, Ulrike M • International Conference on High Performance Computing for Computational Science • pp. 102--115
HPC Key: baker2010performance inproceedings
@inproceedings{baker2010performance,
  title={On the performance of an algebraic multigrid solver on multicore clusters},
  author={Baker, Allison H and Schulz, Martin and Yang, Ulrike M},
  booktitle={International Conference on High Performance Computing for Computational Science},
  pages={102--115},
  year={2010},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
On the Performance of the Miranda CFD code on Multicore Architectures
Schulz, M and Cook, AW and Cabot, WH and de Supinski, BR and Krauss, WD • Parallel Computational Fluid Dynamics: Recent Advances and Future Directions • Vol. 132
Architecture Key: schulz2010performance article
@article{schulz2010performance,
  title={On the Performance of the Miranda CFD code on Multicore Architectures},
  author={Schulz, M and Cook, AW and Cabot, WH and de Supinski, BR and Krauss, WD},
  journal={Parallel Computational Fluid Dynamics: Recent Advances and Future Directions},
  volume={132},
  year={2010},
  publisher={DEStech Publications, Inc}
}
Power-aware MPI task aggregation prediction for high-end computing systems
Li, Dong and Nikolopoulos, Dimitrios S and Cameron, Kirk and de Supinski, Bronis R and Schulz, Martin • 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) • pp. 1--12
Programming Model Key: li2010power inproceedings
@inproceedings{li2010power,
  title={Power-aware MPI task aggregation prediction for high-end computing systems},
  author={Li, Dong and Nikolopoulos, Dimitrios S and Cameron, Kirk and de Supinski, Bronis R and Schulz, Martin},
  booktitle={2010 IEEE International Symposium on Parallel \& Distributed Processing (IPDPS)},
  pages={1--12},
  year={2010},
  organization={IEEE}
}
Program development for extreme-scale computing
Labarta, Bernd Mohr Jesus and Miller, Barton P and Schulz, Martin • Dagstuhl Seminar 10181
Applications Key: labarta2010program inproceedings
@inproceedings{labarta2010program,
  title={Program development for extreme-scale computing},
  author={Labarta, Bernd Mohr Jesus and Miller, Barton P and Schulz, Martin},
  booktitle={Dagstuhl Seminar 10181},
  year={2010}
}
Scalatrace: tracing, analysis and modeling of HPC codes at scale
Mueller, Frank and Wu, Xing and Schulz, Martin and De Supinski, Bronis R and Gamblin, Todd • International Workshop on Applied Parallel Computing • pp. 410--418
HPC Key: mueller2010scalatrace inproceedings
@inproceedings{mueller2010scalatrace,
  title={Scalatrace: tracing, analysis and modeling of HPC codes at scale},
  author={Mueller, Frank and Wu, Xing and Schulz, Martin and De Supinski, Bronis R and Gamblin, Todd},
  booktitle={International Workshop on Applied Parallel Computing},
  pages={410--418},
  year={2010},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Statistical fault detection for parallel applications with AutomaDeD
Bronevetsky, Greg and Laguna, Ignacio and Bagchi, Saurabh and de Supinski, Bronis R and Ahn, D and Schulz, Martin • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: bronevetsky2010statistical techreport
@techreport{bronevetsky2010statistical,
  title={Statistical fault detection for parallel applications with AutomaDeD},
  author={Bronevetsky, Greg and Laguna, Ignacio and Bagchi, Saurabh and de Supinski, Bronis R and Ahn, D and Schulz, Martin},
  year={2010},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Transforming MPI source code based on communication patterns
Preissl, Robert and Schulz, Martin and Kranzlm{ü}ller, Dieter and de Supinski, Bronis R and Quinlan, Daniel J • Future Generation Computer Systems • Vol. 26 • No. 1 • pp. 147--154
Programming Model Key: preissl2010transforming article
@article{preissl2010transforming,
  title={Transforming MPI source code based on communication patterns},
  author={Preissl, Robert and Schulz, Martin and Kranzlm{\"u}ller, Dieter and de Supinski, Bronis R and Quinlan, Daniel J},
  journal={Future Generation Computer Systems},
  volume={26},
  number={1},
  pages={147--154},
  year={2010},
  publisher={Elsevier}
}
Using focused regression for accurate time-constrained scaling of scientific applications
Barnes, Brad and Garren, Jeonifer and Lowenthal, David K and Reeves, Jaxk and de Supinski, Bronis R and Schulz, Martin and Rountree, Barry • 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) • pp. 1--12
HPC Key: barnes2010using inproceedings
@inproceedings{barnes2010using,
  title={Using focused regression for accurate time-constrained scaling of scientific applications},
  author={Barnes, Brad and Garren, Jeonifer and Lowenthal, David K and Reeves, Jaxk and de Supinski, Bronis R and Schulz, Martin and Rountree, Barry},
  booktitle={2010 IEEE International Symposium on Parallel \& Distributed Processing (IPDPS)},
  pages={1--12},
  year={2010},
  organization={IEEE}
}
Verification for Portability, Scalability, and Grokkability
Humphrey, A and Derrick, C and Tibbits, B and Vo, A and Vakkalanka, S and Gopalakrishnan, G and de Supinski, B and Schulz, M and Bronevetsky, G • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: humphrey2010verification techreport
@techreport{humphrey2010verification,
  title={Verification for Portability, Scalability, and Grokkability},
  author={Humphrey, A and Derrick, C and Tibbits, B and Vo, A and Vakkalanka, S and Gopalakrishnan, G and de Supinski, B and Schulz, M and Bronevetsky, G},
  year={2010},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
8th International Special Session on Current Trends in Numerical Simulation for Parallel Engineering Environments.
Trinitis, Carsten and Bader, Michael and Schulz, Martin • PVM/MPI • pp. 292--293
Programming Model Key: trinitis20098th inproceedings
@inproceedings{trinitis20098th,
  title={8th International Special Session on Current Trends in Numerical Simulation for Parallel Engineering Environments.},
  author={Trinitis, Carsten and Bader, Michael and Schulz, Martin},
  booktitle={PVM/MPI},
  pages={292--293},
  year={2009}
}
A foundation for the accurate prediction of the soft error vulnerability of scientific applications
Bronevetsky, Greg and de Supinski, B and Schulz, Martin • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: bronevetsky2009foundation techreport
@techreport{bronevetsky2009foundation,
  title={A foundation for the accurate prediction of the soft error vulnerability of scientific applications},
  author={Bronevetsky, Greg and de Supinski, B and Schulz, Martin},
  year={2009},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
A graph based approach for MPI deadlock detection
Hilbrich, Tobias and de Supinski, Bronis R and Schulz, Martin and M{ü}ller, Matthias S • Proceedings of the 23rd international conference on Supercomputing • pp. 296--305
Programming Model Key: hilbrich2009graph inproceedings
@inproceedings{hilbrich2009graph,
  title={A graph based approach for MPI deadlock detection},
  author={Hilbrich, Tobias and de Supinski, Bronis R and Schulz, Martin and M{\"u}ller, Matthias S},
  booktitle={Proceedings of the 23rd international conference on Supercomputing},
  pages={296--305},
  year={2009}
}
Adagio: making DVS practical for complex HPC applications
Rountree, Barry and Lownenthal, David K and De Supinski, Bronis R and Schulz, Martin and Freeh, Vincent W and Bletsch, Tyler • Proceedings of the 23rd international conference on Supercomputing • pp. 460--469
HPC Key: rountree2009adagio inproceedings
@inproceedings{rountree2009adagio,
  title={Adagio: making DVS practical for complex HPC applications},
  author={Rountree, Barry and Lownenthal, David K and De Supinski, Bronis R and Schulz, Martin and Freeh, Vincent W and Bletsch, Tyler},
  booktitle={Proceedings of the 23rd international conference on Supercomputing},
  pages={460--469},
  year={2009}
}
de Supinski, Martin Schulz, Vincent W
Rountree, Barry and Lownenthal, David K and Bronis, R • Freeh, and Tyler Bletsch,“Adagio: Making DVS Practical for Complex HPC Applications,” in Proceedings of the 23rd International Conference on Supercomputing, New York, NY, USA • pp. 460--469
HPC Key: rountree2009supinski inproceedings
@inproceedings{rountree2009supinski,
  title={de Supinski, Martin Schulz, Vincent W},
  author={Rountree, Barry and Lownenthal, David K and Bronis, R},
  booktitle={Freeh, and Tyler Bletsch,“Adagio: Making DVS Practical for Complex HPC Applications,” in Proceedings of the 23rd International Conference on Supercomputing, New York, NY, USA},
  pages={460--469},
  year={2009}
}
Frontiers of performance analysis on leadership-class systems
Fowler, R and Adhianto, L and de Supinski, B and Fagan, M and Gamblin, T and Krentel, M and Mellor-Crummey, J and Schulz, M and Tallent, N • Journal of Physics: Conference Series • Vol. 180 • No. 1 • pp. 012041
HPC Key: fowler2009frontiers inproceedings
@inproceedings{fowler2009frontiers,
  title={Frontiers of performance analysis on leadership-class systems},
  author={Fowler, R and Adhianto, L and de Supinski, B and Fagan, M and Gamblin, T and Krentel, M and Mellor-Crummey, J and Schulz, M and Tallent, N},
  booktitle={Journal of Physics: Conference Series},
  volume={180},
  number={1},
  pages={012041},
  year={2009},
  organization={IOP Publishing}
}
Machine learning based online performance prediction for runtime parallelization and task scheduling
Li, Jiangtian and Ma, Xiaosong and Singh, Karan and Schulz, Martin and de Supinski, Bronis R and McKee, Sally A • 2009 IEEE international symposium on performance analysis of systems and software • pp. 89--100
AI Key: li2009machine inproceedings
@inproceedings{li2009machine,
  title={Machine learning based online performance prediction for runtime parallelization and task scheduling},
  author={Li, Jiangtian and Ma, Xiaosong and Singh, Karan and Schulz, Martin and de Supinski, Bronis R and McKee, Sally A},
  booktitle={2009 IEEE international symposium on performance analysis of systems and software},
  pages={89--100},
  year={2009},
  organization={IEEE}
}
Model-Based Hybrid MPI/OpenMP Power-Aware Computing: ACM/IEEE Supercomputing'2009: High-performance Computing, Networking, Storage and Analysis (SC)
Li, D and Cameron, K and Nikolopoulos, Dimitrios and Schulz, M and De Supinski, B
Programming Model Key: li2009model article
@article{li2009model,
  title={Model-Based Hybrid MPI/OpenMP Power-Aware Computing: ACM/IEEE Supercomputing'2009: High-performance Computing, Networking, Storage and Analysis (SC)},
  author={Li, D and Cameron, K and Nikolopoulos, Dimitrios and Schulz, M and De Supinski, B},
  year={2009}
}
Modeling the Office of Science Ten Year Facilities Plan: The PERI Architecture Team
de Supinski, Bronis R and Alam, Sadaf and Bailey, David and Carrington, Laura and Daley, Christopher and Dubey, Anshu and Gamblin, Todd and Gunter, Dan and Hovland, Paul and Jagode, Heike and others • Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States)
Architecture Key: de2009modeling techreport
@techreport{de2009modeling,
  title={Modeling the Office of Science Ten Year Facilities Plan: The PERI Architecture Team},
  author={de Supinski, Bronis R and Alam, Sadaf and Bailey, David and Carrington, Laura and Daley, Christopher and Dubey, Anshu and Gamblin, Todd and Gunter, Dan and Hovland, Paul and Jagode, Heike and others},
  year={2009},
  institution={Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States)}
}
Modeling the Office of Science ten year facilities plan: the PERI Architecture Tiger Team
De Supinski, Bronis R and Alam, Sadaf and Bailey, David H and Carrington, Laura and Daley, Chris and Dubey, Anshu and Gamblin, Todd and Gunter, Dan and Hovland, Paul D and Jagode, Heike and others • Journal of Physics: conference series • Vol. 180 • No. 1 • pp. 012039
Architecture Key: de2009modeling inproceedings
@inproceedings{de2009modeling,
  title={Modeling the Office of Science ten year facilities plan: the PERI Architecture Tiger Team},
  author={De Supinski, Bronis R and Alam, Sadaf and Bailey, David H and Carrington, Laura and Daley, Chris and Dubey, Anshu and Gamblin, Todd and Gunter, Dan and Hovland, Paul D and Jagode, Heike and others},
  booktitle={Journal of Physics: conference series},
  volume={180},
  number={1},
  pages={012039},
  year={2009},
  organization={IOP Publishing}
}
PSMalloc: content based memory management for mpi applications
Biswas, Susmit and Franklin, Diana and Sherwood, Timothy and Chong, Frederic T and de Supinski, Bronis R and Schulz, Martin • Proceedings of the 10th workshop on Memory performance: Dealing with Applications, systems and architecture • pp. 43--48
Programming Model Key: biswas2009psmalloc inproceedings
@inproceedings{biswas2009psmalloc,
  title={PSMalloc: content based memory management for mpi applications},
  author={Biswas, Susmit and Franklin, Diana and Sherwood, Timothy and Chong, Frederic T and de Supinski, Bronis R and Schulz, Martin},
  booktitle={Proceedings of the 10th workshop on Memory performance: Dealing with Applications, systems and architecture},
  pages={43--48},
  year={2009}
}
Scalable temporal order analysis for large scale debugging
Ahn, Dong H and De Supinski, Bronis R and Laguna, Ignacio and Lee, Gregory L and Liblit, Ben and Miller, Barton P and Schulz, Martin • Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis • pp. 1--11
HPC Key: ahn2009scalable inproceedings
@inproceedings{ahn2009scalable,
  title={Scalable temporal order analysis for large scale debugging},
  author={Ahn, Dong H and De Supinski, Bronis R and Laguna, Ignacio and Lee, Gregory L and Liblit, Ben and Miller, Barton P and Schulz, Martin},
  booktitle={Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis},
  pages={1--11},
  year={2009}
}
Scalable Temporal Order Analysis for Large Scale Debugging
Lee, Ben Liblit Barton P Miller and Schulz, Martin
Applications Key: lee2009scalable article
@article{lee2009scalable,
  title={Scalable Temporal Order Analysis for Large Scale Debugging},
  author={Lee, Ben Liblit Barton P Miller and Schulz, Martin},
  year={2009}
}
Scalatrace: Scalable compression and replay of communication traces for high-performance computing
Noeth, Michael and Ratn, Prasun and Mueller, Frank and Schulz, Martin and De Supinski, Bronis R • Journal of Parallel and Distributed Computing • Vol. 69 • No. 8 • pp. 696--710
Applications Key: noeth2009scalatrace article
@article{noeth2009scalatrace,
  title={Scalatrace: Scalable compression and replay of communication traces for high-performance computing},
  author={Noeth, Michael and Ratn, Prasun and Mueller, Frank and Schulz, Martin and De Supinski, Bronis R},
  journal={Journal of Parallel and Distributed Computing},
  volume={69},
  number={8},
  pages={696--710},
  year={2009},
  publisher={Academic Press}
}
Ultraviolet resonant Raman enhancements in the detection of explosives
Short Jr, Billy Joe • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: short2009ultraviolet techreport
@techreport{short2009ultraviolet,
  title={Ultraviolet resonant Raman enhancements in the detection of explosives},
  author={Short Jr, Billy Joe},
  year={2009},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
A regression-based approach to scalability prediction
Barnes, Bradley J and Rountree, Barry and Lowenthal, David K and Reeves, Jaxk and De Supinski, Bronis and Schulz, Martin • Proceedings of the 22nd annual international conference on Supercomputing • pp. 368--377
HPC Key: barnes2008regression inproceedings
@inproceedings{barnes2008regression,
  title={A regression-based approach to scalability prediction},
  author={Barnes, Bradley J and Rountree, Barry and Lowenthal, David K and Reeves, Jaxk and De Supinski, Bronis and Schulz, Martin},
  booktitle={Proceedings of the 22nd annual international conference on Supercomputing},
  pages={368--377},
  year={2008}
}
An open infrastructure for scalable, reconfigurable analysis
de Supinski, Bronis R and Fowler, Rob and Gamblin, Todd and Mueller, Frank and Ratn, Prasun and Schulz, Martin • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: de2008open techreport
@techreport{de2008open,
  title={An open infrastructure for scalable, reconfigurable analysis},
  author={de Supinski, Bronis R and Fowler, Rob and Gamblin, Todd and Mueller, Frank and Ratn, Prasun and Schulz, Martin},
  year={2008},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Bluegene/L applications: Parallelism on a massive scale
De Supinski, Bronis R and Schulz, Martin and Bulatov, Vasily V and Cabot, William and Chan, Bor and Cook, Andrew W and Draeger, Erik W and Glosli, James N and Greenough, Jeffrey A and Henderson, Keith and others • The International Journal of High Performance Computing Applications • Vol. 22 • No. 1 • pp. 33--51
HPC Key: de2008bluegene article
@article{de2008bluegene,
  title={Bluegene/L applications: Parallelism on a massive scale},
  author={De Supinski, Bronis R and Schulz, Martin and Bulatov, Vasily V and Cabot, William and Chan, Bor and Cook, Andrew W and Draeger, Erik W and Glosli, James N and Greenough, Jeffrey A and Henderson, Keith and others},
  journal={The International Journal of High Performance Computing Applications},
  volume={22},
  number={1},
  pages={33--51},
  year={2008},
  publisher={Sage Publications Sage UK: London, England}
}
Detecting patterns in MPI communication traces
Preissl, Robert and K{ö}ckerbauer, Thomas and Schulz, Martin and Kranzlm{ü}ller, Dieter and de Supinski, Bronis R and Quinlan, Daniel J • 2008 37th International Conference on Parallel Processing • pp. 230--237
Programming Model Key: preissl2008detecting inproceedings
@inproceedings{preissl2008detecting,
  title={Detecting patterns in MPI communication traces},
  author={Preissl, Robert and K{\"o}ckerbauer, Thomas and Schulz, Martin and Kranzlm{\"u}ller, Dieter and de Supinski, Bronis R and Quinlan, Daniel J},
  booktitle={2008 37th International Conference on Parallel Processing},
  pages={230--237},
  year={2008},
  organization={IEEE}
}
Efficient architectural design space exploration via predictive modeling
Ipek, Engin and McKee, Sally A and Singh, Karan and Caruana, Rich and Supinski, Bronis R de and Schulz, Martin • ACM Transactions on Architecture and Code Optimization (TACO) • Vol. 4 • No. 4 • pp. 1--34
Architecture Key: ipek2008efficient article
@article{ipek2008efficient,
  title={Efficient architectural design space exploration via predictive modeling},
  author={Ipek, Engin and McKee, Sally A and Singh, Karan and Caruana, Rich and Supinski, Bronis R de and Schulz, Martin},
  journal={ACM Transactions on Architecture and Code Optimization (TACO)},
  volume={4},
  number={4},
  pages={1--34},
  year={2008},
  publisher={ACM New York, NY, USA}
}
International Journal of High Performance
{\c{C}}ataly{ü}rek, {Ü}mit and Spelce, Thomas E and Streitz, Frederick H and Williams, Peter L and Yates, Robert K and Yoo, Andy and Almasi, George and Bhanot, Gyan and Glosli, James N and Greenough, Jeffrey A and others • The International Journal of High Performance Computing Applications • Vol. 22 • No. 1 • pp. 33--51
HPC Key: ccatalyurek2008international article
@article{ccatalyurek2008international,
  title={International Journal of High Performance},
  author={{\c{C}}ataly{\"u}rek, {\"U}mit and Spelce, Thomas E and Streitz, Frederick H and Williams, Peter L and Yates, Robert K and Yoo, Andy and Almasi, George and Bhanot, Gyan and Glosli, James N and Greenough, Jeffrey A and others},
  journal={The International Journal of High Performance Computing Applications},
  volume={22},
  number={1},
  pages={33--51},
  year={2008}
}
Lessons learned at 208k: towards debugging millions of cores
Lee, Gregory L and Ahn, Dong H and Arnold, Dorian C and De Supinski, Bronis R and Legendre, Matthew and Miller, Barton P and Schulz, Martin and Liblit, Ben • SC'08: Proceedings of the 2008 ACM/IEEE conference on Supercomputing • pp. 1--9
HPC Key: lee2008lessons inproceedings
@inproceedings{lee2008lessons,
  title={Lessons learned at 208k: towards debugging millions of cores},
  author={Lee, Gregory L and Ahn, Dong H and Arnold, Dorian C and De Supinski, Bronis R and Legendre, Matthew and Miller, Barton P and Schulz, Martin and Liblit, Ben},
  booktitle={SC'08: Proceedings of the 2008 ACM/IEEE conference on Supercomputing},
  pages={1--9},
  year={2008},
  organization={IEEE}
}
On the performance of transparent MPI piggyback messages
Schulz, Martin and Bronevetsky, Greg and de Supinski, Bronis R • European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting • pp. 194--201
Programming Model Key: schulz2008performance inproceedings
@inproceedings{schulz2008performance,
  title={On the performance of transparent MPI piggyback messages},
  author={Schulz, Martin and Bronevetsky, Greg and de Supinski, Bronis R},
  booktitle={European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting},
  pages={194--201},
  year={2008},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Open| SpeedShop: An open source infrastructure for parallel performance analysis.
Schulz, Martin and Galarowicz, Jim and Maghrak, Don and Hachfeld, William and Montoya, David and Cranford, Scott • Scientific Programming • Vol. 16
HPC Key: schulz2008open article
@article{schulz2008open,
  title={Open| SpeedShop: An open source infrastructure for parallel performance analysis.},
  author={Schulz, Martin and Galarowicz, Jim and Maghrak, Don and Hachfeld, William and Montoya, David and Cranford, Scott},
  journal={Scientific Programming},
  volume={16},
  year={2008}
}
Overcoming scalability challenges for tool daemon launching
Ahn, Dong H and Arnold, Dorian C and de Supinski, Bronis R and Lee, Gregory L and Miller, Barton P and Schulz, Martin • 2008 37th International Conference on Parallel Processing • pp. 578--585
Applications Key: ahn2008overcoming inproceedings
@inproceedings{ahn2008overcoming,
  title={Overcoming scalability challenges for tool daemon launching},
  author={Ahn, Dong H and Arnold, Dorian C and de Supinski, Bronis R and Lee, Gregory L and Miller, Barton P and Schulz, Martin},
  booktitle={2008 37th International Conference on Parallel Processing},
  pages={578--585},
  year={2008},
  organization={IEEE}
}
PnMPI
Schulz, Martin and de Supinski, Bronis R • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: schulz2008pnmpi techreport
@techreport{schulz2008pnmpi,
  title={PnMPI},
  author={Schulz, Martin and de Supinski, Bronis R},
  year={2008},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Prediction models for multi-dimensional power-performance optimization on many cores
Curtis-Maury, Matthew and Shah, Ankur and Blagojevic, Filip and Nikolopoulos, Dimitrios S and De Supinski, Bronis R and Schulz, Martin • Proceedings of the 17th international conference on Parallel architectures and compilation techniques • pp. 250--259
Architecture Key: curtis2008prediction inproceedings
@inproceedings{curtis2008prediction,
  title={Prediction models for multi-dimensional power-performance optimization on many cores},
  author={Curtis-Maury, Matthew and Shah, Ankur and Blagojevic, Filip and Nikolopoulos, Dimitrios S and De Supinski, Bronis R and Schulz, Martin},
  booktitle={Proceedings of the 17th international conference on Parallel architectures and compilation techniques},
  pages={250--259},
  year={2008}
}
Preserving time in large-scale communication traces
Ratn, Prasun and Mueller, Frank and de Supinski, Bronis R and Schulz, Martin • Proceedings of the 22nd annual international conference on Supercomputing • pp. 46--55
HPC Key: ratn2008preserving inproceedings
@inproceedings{ratn2008preserving,
  title={Preserving time in large-scale communication traces},
  author={Ratn, Prasun and Mueller, Frank and de Supinski, Bronis R and Schulz, Martin},
  booktitle={Proceedings of the 22nd annual international conference on Supercomputing},
  pages={46--55},
  year={2008}
}
Scalable load-balance measurement for SPMD codes
Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Fowler, Rob and Reed, Daniel A • SC'08: Proceedings of the 2008 ACM/IEEE Conference on Supercomputing • pp. 1--12
HPC Key: gamblin2008scalable inproceedings
@inproceedings{gamblin2008scalable,
  title={Scalable load-balance measurement for SPMD codes},
  author={Gamblin, Todd and De Supinski, Bronis R and Schulz, Martin and Fowler, Rob and Reed, Daniel A},
  booktitle={SC'08: Proceedings of the 2008 ACM/IEEE Conference on Supercomputing},
  pages={1--12},
  year={2008},
  organization={IEEE}
}
Using MPI communication patterns to guide source code transformations
Preissl, Robert and Schulz, Martin and Kranzlm{ü}ller, Dieter and de Supinski, Bronis R and Quinlan, Daniel J • International Conference on Computational Science • pp. 253--260
Programming Model Key: preissl2008using inproceedings
@inproceedings{preissl2008using,
  title={Using MPI communication patterns to guide source code transformations},
  author={Preissl, Robert and Schulz, Martin and Kranzlm{\"u}ller, Dieter and de Supinski, Bronis R and Quinlan, Daniel J},
  booktitle={International Conference on Computational Science},
  pages={253--260},
  year={2008},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Benchmarking the stack trace analysis tool for BlueGene/L
Lee, Gregory L and Ahn, Dong H and Arnold, Dorian C and De Supinski, Bronis R and Miller, Barton P and Schulz, MW • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: lee2007benchmarking techreport
@techreport{lee2007benchmarking,
  title={Benchmarking the stack trace analysis tool for BlueGene/L},
  author={Lee, Gregory L and Ahn, Dong H and Arnold, Dorian C and De Supinski, Bronis R and Miller, Barton P and Schulz, MW},
  year={2007},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Bounding energy consumption in large-scale MPI programs
Rountree, Barry and Lowenthal, David K and Funk, Shelby and Freeh, Vincent W and De Supinski, Bronis R and Schulz, Martin • Proceedings of the 2007 ACM/IEEE conference on Supercomputing • pp. 1--9
Programming Model Key: rountree2007bounding inproceedings
@inproceedings{rountree2007bounding,
  title={Bounding energy consumption in large-scale MPI programs},
  author={Rountree, Barry and Lowenthal, David K and Funk, Shelby and Freeh, Vincent W and De Supinski, Bronis R and Schulz, Martin},
  booktitle={Proceedings of the 2007 ACM/IEEE conference on Supercomputing},
  pages={1--9},
  year={2007}
}
Dynamic binary instrumentation and data aggregation on large scale systems
Lee, Gregory L and Schulz, Martin and Ahn, Dong H and Bernat, Andrew and de Supinski, Bronis R and Ko, Steven Y and Rountree, Barry • International Journal of Parallel Programming • Vol. 35 • No. 3 • pp. 207--232
Applications Key: lee2007dynamic article
@article{lee2007dynamic,
  title={Dynamic binary instrumentation and data aggregation on large scale systems},
  author={Lee, Gregory L and Schulz, Martin and Ahn, Dong H and Bernat, Andrew and de Supinski, Bronis R and Ko, Steven Y and Rountree, Barry},
  journal={International Journal of Parallel Programming},
  volume={35},
  number={3},
  pages={207--232},
  year={2007},
  publisher={Kluwer Academic Publishers-Plenum Publishers New York}
}
Identifying energy-efficient concurrency levels using machine learning
Curtis-Maury, Matthew and Singh, Karan and McKee, Sally A and Blagojevic, Filip and Nikolopoulos, Dimitrios S and De Supinski, Bronis R and Schulz, Martin • 2007 IEEE International Conference on Cluster Computing • pp. 488--495
AI Key: curtis2007identifying inproceedings
@inproceedings{curtis2007identifying,
  title={Identifying energy-efficient concurrency levels using machine learning},
  author={Curtis-Maury, Matthew and Singh, Karan and McKee, Sally A and Blagojevic, Filip and Nikolopoulos, Dimitrios S and De Supinski, Bronis R and Schulz, Martin},
  booktitle={2007 IEEE International Conference on Cluster Computing},
  pages={488--495},
  year={2007},
  organization={IEEE}
}
Methods of inference and learning for performance modeling of parallel applications
Lee, Benjamin C and Brooks, David M and de Supinski, Bronis R and Schulz, Martin and Singh, Karan and McKee, Sally A • Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming • pp. 249--258
AI Key: lee2007methods inproceedings
@inproceedings{lee2007methods,
  title={Methods of inference and learning for performance modeling of parallel applications},
  author={Lee, Benjamin C and Brooks, David M and de Supinski, Bronis R and Schulz, Martin and Singh, Karan and McKee, Sally A},
  booktitle={Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming},
  pages={249--258},
  year={2007}
}
ParSim-6th International Special Session on Current Trends in Numerical Simulation for Parallel Engineering Environments: New Directions and Work-in-Progress
Schulz, Martin and Trinitis, Carsten • Lecture Notes in Computer Science • Vol. 4757 • pp. 354--355
Applications Key: schulz2007parsim article
@article{schulz2007parsim,
  title={ParSim-6th International Special Session on Current Trends in Numerical Simulation for Parallel Engineering Environments: New Directions and Work-in-Progress},
  author={Schulz, Martin and Trinitis, Carsten},
  journal={Lecture Notes in Computer Science},
  volume={4757},
  pages={354--355},
  year={2007},
  publisher={Berlin: Springer-Verlag, 1973-}
}
PN MPI tools: A whole lot greater than the sum of their parts
Schulz, Martin and De Supinski, Bronis R • Proceedings of the 2007 ACM/IEEE conference on Supercomputing • pp. 1--10
Programming Model Key: schulz2007pn inproceedings
@inproceedings{schulz2007pn,
  title={PN MPI tools: A whole lot greater than the sum of their parts},
  author={Schulz, Martin and De Supinski, Bronis R},
  booktitle={Proceedings of the 2007 ACM/IEEE conference on Supercomputing},
  pages={1--10},
  year={2007}
}
Practical differential profiling
Schulz, Martin and de Supinski, Bronis R • European Conference on Parallel Processing • pp. 97--106
Applications Key: schulz2007practical inproceedings
@inproceedings{schulz2007practical,
  title={Practical differential profiling},
  author={Schulz, Martin and de Supinski, Bronis R},
  booktitle={European Conference on Parallel Processing},
  pages={97--106},
  year={2007},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Practical Differential Profiling
Schulz, Martin and de Supinski, Bronis R • Euro-Par 2007 Parallel Processing: 13th International Euro-Par Conference, Rennes, France, August 28-31, 2007, Proceedings • pp. 97
Applications Key: schulz2007practical inproceedings
@inproceedings{schulz2007practical,
  title={Practical Differential Profiling},
  author={Schulz, Martin and de Supinski, Bronis R},
  booktitle={Euro-Par 2007 Parallel Processing: 13th International Euro-Par Conference, Rennes, France, August 28-31, 2007, Proceedings},
  pages={97},
  year={2007},
  organization={Springer-Verlag New York Inc}
}
Predicting parallel application performance via machine learning approaches
Singh, Karan and Ipek, Engin and McKee, Sally A and de Supinski, Bronis R and Schulz, Martin and Caruana, Rich • Concurrency and Computation: Practice and Experience • Vol. 19 • No. 17 • pp. 2219--2235
AI Key: singh2007predicting article
@article{singh2007predicting,
  title={Predicting parallel application performance via machine learning approaches},
  author={Singh, Karan and Ipek, Engin and McKee, Sally A and de Supinski, Bronis R and Schulz, Martin and Caruana, Rich},
  journal={Concurrency and Computation: Practice and Experience},
  volume={19},
  number={17},
  pages={2219--2235},
  year={2007},
  publisher={John Wiley \& Sons, Ltd. Chichester, UK}
}
Scalable compression and replay of communication traces in massively p arallel e nvironments
Noeth, Michael and Mueller, Frank and Schulz, Martin and de Supinski, Bronis R • 2007 IEEE International Parallel and Distributed Processing Symposium • pp. 1--11
Applications Key: noeth2007scalable inproceedings
@inproceedings{noeth2007scalable,
  title={Scalable compression and replay of communication traces in massively p arallel e nvironments},
  author={Noeth, Michael and Mueller, Frank and Schulz, Martin and de Supinski, Bronis R},
  booktitle={2007 IEEE International Parallel and Distributed Processing Symposium},
  pages={1--11},
  year={2007},
  organization={IEEE}
}
Stack trace analysis for large scale applications
Arnold, Dorian C and Ahn, Dong H and de Supinski, Bronis R and Lee, Gregory and Miller, Barton P and Schulz, Martin • 21st IEEE International Parallel & Distributed Processing Symposium (IPDPS’07), Long Beach, CA
HPC Key: arnold2007stack inproceedings
@inproceedings{arnold2007stack,
  title={Stack trace analysis for large scale applications},
  author={Arnold, Dorian C and Ahn, Dong H and de Supinski, Bronis R and Lee, Gregory and Miller, Barton P and Schulz, Martin},
  booktitle={21st IEEE International Parallel \& Distributed Processing Symposium (IPDPS’07), Long Beach, CA},
  year={2007}
}
Stack trace analysis for large scale debugging
Arnold, Dorian C and Ahn, Dong H and De Supinski, Bronis R and Lee, Gregory L and Miller, Barton P and Schulz, Martin • 2007 IEEE International Parallel and Distributed Processing Symposium • pp. 1--10
Applications Key: arnold2007stack inproceedings
@inproceedings{arnold2007stack,
  title={Stack trace analysis for large scale debugging},
  author={Arnold, Dorian C and Ahn, Dong H and De Supinski, Bronis R and Lee, Gregory L and Miller, Barton P and Schulz, Martin},
  booktitle={2007 IEEE International Parallel and Distributed Processing Symposium},
  pages={1--10},
  year={2007},
  organization={IEEE}
}
5 th International Special Session on Current Trends in Numerical Simulation for Parallel Engineering Environments: New Directions and Work-in-Progress ParSim 2006
Trinitis, Carsten and Schulz, Martin • European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting • pp. 356--357
Programming Model Key: trinitis20065 inproceedings
@inproceedings{trinitis20065,
  title={5 th International Special Session on Current Trends in Numerical Simulation for Parallel Engineering Environments: New Directions and Work-in-Progress ParSim 2006},
  author={Trinitis, Carsten and Schulz, Martin},
  booktitle={European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting},
  pages={356--357},
  year={2006},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
A flexible and dynamic infrastructure for MPI tool interoperability
Schulz, Martin and De Supinski, Bronis R • 2006 International Conference on Parallel Processing (ICPP'06) • pp. 193--202
Programming Model Key: schulz2006flexible inproceedings
@inproceedings{schulz2006flexible,
  title={A flexible and dynamic infrastructure for MPI tool interoperability},
  author={Schulz, Martin and De Supinski, Bronis R},
  booktitle={2006 International Conference on Parallel Processing (ICPP'06)},
  pages={193--202},
  year={2006},
  organization={IEEE}
}
Dynamic program phase detection in distributed shared-memory multiprocessors
{\.I}pek, Engin and Mart{\'\i}nez, Jos{é} F and de Supinski, Bronis R and McKee, Sally A and Schulz, Martin • Proceedings 20th IEEE International Parallel & Distributed Processing Symposium • pp. 4--pp
Architecture Key: ipek2006dynamic inproceedings
@inproceedings{ipek2006dynamic,
  title={Dynamic program phase detection in distributed shared-memory multiprocessors},
  author={{\.I}pek, Engin and Mart{\'\i}nez, Jos{\'e} F and de Supinski, Bronis R and McKee, Sally A and Schulz, Martin},
  booktitle={Proceedings 20th IEEE International Parallel \& Distributed Processing Symposium},
  pages={4--pp},
  year={2006},
  organization={IEEE}
}
Efficiently exploring architectural design spaces via predictive modeling
{\"I}pek, Engin and McKee, Sally A and Caruana, Rich and de Supinski, Bronis R and Schulz, Martin • ACM SIGOPS Operating Systems Review • Vol. 40 • No. 5 • pp. 195--206
Applications Key: ipek2006efficiently article
@article{ipek2006efficiently,
  title={Efficiently exploring architectural design spaces via predictive modeling},
  author={{\"I}pek, Engin and McKee, Sally A and Caruana, Rich and de Supinski, Bronis R and Schulz, Martin},
  journal={ACM SIGOPS Operating Systems Review},
  volume={40},
  number={5},
  pages={195--206},
  year={2006},
  publisher={ACM New York, NY, USA}
}
Exploring unexpected behavior in MPI
Schulz, Martin and Kranzlm{ü}ller, Dieter and de Supinski, Bronis R • International Conference on High Performance Computing and Communications • pp. 843--852
Programming Model Key: schulz2006exploring inproceedings
@inproceedings{schulz2006exploring,
  title={Exploring unexpected behavior in MPI},
  author={Schulz, Martin and Kranzlm{\"u}ller, Dieter and de Supinski, Bronis R},
  booktitle={International Conference on High Performance Computing and Communications},
  pages={843--852},
  year={2006},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Improving distributed memory applications testing by message perturbation
Vuduc, Richard and Schulz, Martin and Quinlan, Dan and De Supinski, Bronis and S{\ae}bj{\o}rnsen, Andreas • Proceedings of the 2006 workshop on Parallel and distributed systems: testing and debugging • pp. 27--36
Architecture Key: vuduc2006improving inproceedings
@inproceedings{vuduc2006improving,
  title={Improving distributed memory applications testing by message perturbation},
  author={Vuduc, Richard and Schulz, Martin and Quinlan, Dan and De Supinski, Bronis and S{\ae}bj{\o}rnsen, Andreas},
  booktitle={Proceedings of the 2006 workshop on Parallel and distributed systems: testing and debugging},
  pages={27--36},
  year={2006}
}
Large-scale electronic structure calculations of high-Z metals on the BlueGene/L platform
Gygi, Francois and Draeger, Erik W and Schulz, Martin and De Supinski, Bronis R and Gunnels, John A and Austel, Vernon and Sexton, James C and Franchetti, Franz and Kral, Stefan and Ueberhuber, Christoph W and others • Proceedings of the 2006 ACM/IEEE conference on Supercomputing • pp. 45--es
HPC Key: gygi2006large inproceedings
@inproceedings{gygi2006large,
  title={Large-scale electronic structure calculations of high-Z metals on the BlueGene/L platform},
  author={Gygi, Francois and Draeger, Erik W and Schulz, Martin and De Supinski, Bronis R and Gunnels, John A and Austel, Vernon and Sexton, James C and Franchetti, Franz and Kral, Stefan and Ueberhuber, Christoph W and others},
  booktitle={Proceedings of the 2006 ACM/IEEE conference on Supercomputing},
  pages={45--es},
  year={2006}
}
Patterns in parallel programs: toward high-level understanding of large-scale traces
Aichinger, Bernhard and Schulz, Martin and Kranzlmueller, Dieter and K{ö}ckerbauer, Thomas and de Supinski, Bronis R • Proceedings of the 2006 ACM/IEEE conference on Supercomputing • pp. 176--es
HPC Key: aichinger2006patterns inproceedings
@inproceedings{aichinger2006patterns,
  title={Patterns in parallel programs: toward high-level understanding of large-scale traces},
  author={Aichinger, Bernhard and Schulz, Martin and Kranzlmueller, Dieter and K{\"o}ckerbauer, Thomas and de Supinski, Bronis R},
  booktitle={Proceedings of the 2006 ACM/IEEE conference on Supercomputing},
  pages={176--es},
  year={2006}
}
Predicting parallel application performance via machine learning approaches
de Supinski, Bronis R and Schulz, Martin and Caruana, Rich
AI Key: de2006predicting article
@article{de2006predicting,
  title={Predicting parallel application performance via machine learning approaches},
  author={de Supinski, Bronis R and Schulz, Martin and Caruana, Rich},
  year={2006}
}
Regression Strategies for Parameter Space Exploration: A Case Study in Semicoarsening Multigrid and R
Lee, BC and Schulz, M and de Supinski, BR • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: lee2006regression techreport
@techreport{lee2006regression,
  title={Regression Strategies for Parameter Space Exploration: A Case Study in Semicoarsening Multigrid and R},
  author={Lee, BC and Schulz, M and de Supinski, BR},
  year={2006},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Wild and Crazy Ideas Session-Session 5-Estimation and Prediction of Power and Performance-Efficiently Exploring Architectural Design Spaces via Predictive Modeling
Ipek, E and McKee, SA and Supinski, BR de and Schulz, M and Caruana, R • ACM SIGARCH-Computer Architecture News • Vol. 34 • No. 5 • pp. 195
Architecture Key: ipek2006wild article
@article{ipek2006wild,
  title={Wild and Crazy Ideas Session-Session 5-Estimation and Prediction of Power and Performance-Efficiently Exploring Architectural Design Spaces via Predictive Modeling},
  author={Ipek, E and McKee, SA and Supinski, BR de and Schulz, M and Caruana, R},
  journal={ACM SIGARCH-Computer Architecture News},
  volume={34},
  number={5},
  pages={195},
  year={2006}
}
4 th International Special Session on: Current Trends in Numerical Simulation for Parallel Engineering Environments ParSim 2005
Trinitis, Carsten and Schulz, Martin • European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting • pp. 502--503
Programming Model Key: trinitis20054 inproceedings
@inproceedings{trinitis20054,
  title={4 th International Special Session on: Current Trends in Numerical Simulation for Parallel Engineering Environments ParSim 2005},
  author={Trinitis, Carsten and Schulz, Martin},
  booktitle={European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting},
  pages={502--503},
  year={2005},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
A Dynamic MPI Software Correctness Checking Tool
de Supinski, BR and May, JM and Schultz, M and Vetter, JS • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Programming Model Key: de2005dynamic techreport
@techreport{de2005dynamic,
  title={A Dynamic MPI Software Correctness Checking Tool},
  author={de Supinski, BR and May, JM and Schultz, M and Vetter, JS},
  year={2005},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
An approach to performance prediction for parallel applications
Ipek, Engin and De Supinski, Bronis R and Schulz, Martin and McKee, Sally A • European Conference on Parallel Processing • pp. 196--205
Applications Key: ipek2005approach inproceedings
@inproceedings{ipek2005approach,
  title={An approach to performance prediction for parallel applications},
  author={Ipek, Engin and De Supinski, Bronis R and Schulz, Martin and McKee, Sally A},
  booktitle={European Conference on Parallel Processing},
  pages={196--205},
  year={2005},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
de Supinski, Brian Miller, Daniel Quinlan, and Martin Schulz. Improving the computational intensity of unstructured mesh applications
White, Brian S and McKee, Sally A and Bronis, R • ICS • Vol. 5 • pp. 341--350
HPC Key: white2005supinski inproceedings
@inproceedings{white2005supinski,
  title={de Supinski, Brian Miller, Daniel Quinlan, and Martin Schulz. Improving the computational intensity of unstructured mesh applications},
  author={White, Brian S and McKee, Sally A and Bronis, R},
  booktitle={ICS},
  volume={5},
  pages={341--350},
  year={2005}
}
Dyntg: A tool for interactive, dynamic instrumentation
Schulz, Martin and May, John and Gyllenhaal, John • International Conference on Computational Science • pp. 140--148
Applications Key: schulz2005dyntg inproceedings
@inproceedings{schulz2005dyntg,
  title={Dyntg: A tool for interactive, dynamic instrumentation},
  author={Schulz, Martin and May, John and Gyllenhaal, John},
  booktitle={International Conference on Computational Science},
  pages={140--148},
  year={2005},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Evaluating system-wide monitoring capsule design using Xilinx Virtex-II Pro FPGA
Suh, Taeweon and Lee, Hsien-Hsin S and McKee, Sally A and Schulz, Martin • Workshop on Arch. Res. using FPGA Platforms, in con], with HPCA05
Architecture Key: suh2005evaluating inproceedings
@inproceedings{suh2005evaluating,
  title={Evaluating system-wide monitoring capsule design using Xilinx Virtex-II Pro FPGA},
  author={Suh, Taeweon and Lee, Hsien-Hsin S and McKee, Sally A and Schulz, Martin},
  booktitle={Workshop on Arch. Res. using FPGA Platforms, in con], with HPCA05},
  year={2005}
}
Extracting critical path graphs from MPI applications
Schulz, Martin • 2005 IEEE International Conference on Cluster Computing • pp. 1--10
Programming Model Key: schulz2005extracting inproceedings
@inproceedings{schulz2005extracting,
  title={Extracting critical path graphs from MPI applications},
  author={Schulz, Martin},
  booktitle={2005 IEEE International Conference on Cluster Computing},
  pages={1--10},
  year={2005},
  organization={IEEE}
}
Improving the computational intensity of unstructured mesh applications
White, Brian S and McKee, Sally A and de Supinski, Bronis R and Miller, Brian and Quinlan, Daniel and Schulz, Martin • proceedings of the 19th annual international conference on Supercomputing • pp. 341--350
HPC Key: white2005improving inproceedings
@inproceedings{white2005improving,
  title={Improving the computational intensity of unstructured mesh applications},
  author={White, Brian S and McKee, Sally A and de Supinski, Bronis R and Miller, Brian and Quinlan, Daniel and Schulz, Martin},
  booktitle={proceedings of the 19th annual international conference on Supercomputing},
  pages={341--350},
  year={2005}
}
Monitoring cache behavior on parallel SMP architectures and related programming tools
Brandes, Thomas and Schwamborn, Helmut and Gerndt, Michael and Jeitner, J{ü}rgen and Kereku, Edmond and Schulz, Martin and Brunst, Holger and Nagel, Wolfgang and Neumann, Reinhard and M{ü}ller-Pfefferkorn, Ralph and others • Future Generation Computer Systems • Vol. 21 • No. 8 • pp. 1298--1311
Architecture Key: brandes2005monitoring article
@article{brandes2005monitoring,
  title={Monitoring cache behavior on parallel SMP architectures and related programming tools},
  author={Brandes, Thomas and Schwamborn, Helmut and Gerndt, Michael and Jeitner, J{\"u}rgen and Kereku, Edmond and Schulz, Martin and Brunst, Holger and Nagel, Wolfgang and Neumann, Reinhard and M{\"u}ller-Pfefferkorn, Ralph and others},
  journal={Future Generation Computer Systems},
  volume={21},
  number={8},
  pages={1298--1311},
  year={2005},
  publisher={Elsevier}
}
Owl: next generation system monitoring
Schulz, Martin and White, Brian S and McKee, Sally A and Lee, Hsien-Hsin S and Jeitner, J{ü}rgen • Proceedings of the 2nd Conference on Computing Frontiers • pp. 116--124
Applications Key: schulz2005owl inproceedings
@inproceedings{schulz2005owl,
  title={Owl: next generation system monitoring},
  author={Schulz, Martin and White, Brian S and McKee, Sally A and Lee, Hsien-Hsin S and Jeitner, J{\"u}rgen},
  booktitle={Proceedings of the 2nd Conference on Computing Frontiers},
  pages={116--124},
  year={2005}
}
Perceptron Based Branch Prediction: Performance of Some Design Options
Ipek, Engin and McKee, Sally A and Schulz, Martin and Ben-David, Shai • Tech. Rep. CSL-TR-2005-1043, Cornell Computer Systems Lab. April
Applications Key: ipek2005perceptron techreport
@techreport{ipek2005perceptron,
  title={Perceptron Based Branch Prediction: Performance of Some Design Options},
  author={Ipek, Engin and McKee, Sally A and Schulz, Martin and Ben-David, Shai},
  year={2005},
  institution={Tech. Rep. CSL-TR-2005-1043, Cornell Computer Systems Lab. April}
}
Performance Application Programming Interface
Noeth, M and Ahn, D and de Supinski, BR and Schulz, M • Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Applications Key: noeth2005performance techreport
@techreport{noeth2005performance,
  title={Performance Application Programming Interface},
  author={Noeth, M and Ahn, D and de Supinski, BR and Schulz, M},
  year={2005},
  institution={Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)}
}
Scalable dynamic binary instrumentation for Blue Gene/L
Schulz, Martin and Ahn, Dong and Bernat, Andrew and de Supinski, Bronis R and Ko, Steven Y and Lee, Gregory and Rountree, Barry • ACM SIGARCH Computer Architecture News • Vol. 33 • No. 5 • pp. 9--14
Architecture Key: schulz2005scalable article
@article{schulz2005scalable,
  title={Scalable dynamic binary instrumentation for Blue Gene/L},
  author={Schulz, Martin and Ahn, Dong and Bernat, Andrew and de Supinski, Bronis R and Ko, Steven Y and Lee, Gregory and Rountree, Barry},
  journal={ACM SIGARCH Computer Architecture News},
  volume={33},
  number={5},
  pages={9--14},
  year={2005},
  publisher={ACM}
}
Scalable Dynamic Instrumentation for BlueGene/L
Schulz, Martin and Ahn, Dong and Bernat, Andrew and de Supinski, Bronis R and Ko, Steven Y and Lee, Gregory and Rountree, Barry • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Applications Key: schulz2005scalable techreport
@techreport{schulz2005scalable,
  title={Scalable Dynamic Instrumentation for BlueGene/L},
  author={Schulz, Martin and Ahn, Dong and Bernat, Andrew and de Supinski, Bronis R and Ko, Steven Y and Lee, Gregory and Rountree, Barry},
  year={2005},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Simulation as a tool for optimizing memory accesses on NUMA machines
Tao, Jie and Schulz, Martin and Karl, Wolfgang • Performance Evaluation • Vol. 60 • No. 1-4 • pp. 31--50
Architecture Key: tao2005simulation article
@article{tao2005simulation,
  title={Simulation as a tool for optimizing memory accesses on NUMA machines},
  author={Tao, Jie and Schulz, Martin and Karl, Wolfgang},
  journal={Performance Evaluation},
  volume={60},
  number={1-4},
  pages={31--50},
  year={2005},
  publisher={Elsevier}
}
Special Session: ParSim 2005-4th International Special Session on: Current Trends in Numerical Simulation for Parallel Engineering Environments ParSim 2005
Schulz, Martin and Trinitis, Carsten • Lecture Notes in Computer Science • Vol. 3666 • pp. 502--503
Applications Key: schulz2005special article
@article{schulz2005special,
  title={Special Session: ParSim 2005-4th International Special Session on: Current Trends in Numerical Simulation for Parallel Engineering Environments ParSim 2005},
  author={Schulz, Martin and Trinitis, Carsten},
  journal={Lecture Notes in Computer Science},
  volume={3666},
  pages={502--503},
  year={2005},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Workshop on" Tools for Program Development and Analysis in Computational Science"-DynTG: A Tool for Interactive, Dynamic Instrumentation
Schulz, Martin and May, John and Gyllenhaal, John • Lecture Notes in Computer Science • Vol. 3515 • pp. 140--148
Applications Key: schulz2005workshop article
@article{schulz2005workshop,
  title={Workshop on" Tools for Program Development and Analysis in Computational Science"-DynTG: A Tool for Interactive, Dynamic Instrumentation},
  author={Schulz, Martin and May, John and Gyllenhaal, John},
  journal={Lecture Notes in Computer Science},
  volume={3515},
  pages={140--148},
  year={2005},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Application-level checkpointing for shared memory programs
Bronevetsky, Greg and Marques, Daniel and Pingali, Keshav and Szwed, Peter and Schulz, Martin • ACM SIGPLAN Notices • Vol. 39 • No. 11 • pp. 235--247
Architecture Key: bronevetsky2004application article
@article{bronevetsky2004application,
  title={Application-level checkpointing for shared memory programs},
  author={Bronevetsky, Greg and Marques, Daniel and Pingali, Keshav and Szwed, Peter and Schulz, Martin},
  journal={ACM SIGPLAN Notices},
  volume={39},
  number={11},
  pages={235--247},
  year={2004},
  publisher={ACM New York, NY, USA}
}
Checkpointing shared memory programs at the application-level
Bronevetsky, Greg and Schulz, Martin and Szwed, Peter and Marques, Daniel and Pingali, Keshav • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Architecture Key: bronevetsky2004checkpointing techreport
@techreport{bronevetsky2004checkpointing,
  title={Checkpointing shared memory programs at the application-level},
  author={Bronevetsky, Greg and Schulz, Martin and Szwed, Peter and Marques, Daniel and Pingali, Keshav},
  year={2004},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Implementation and evaluation of a scalable application-level checkpoint-recovery scheme for MPI programs
Schulz, Martin and Bronevetsky, Greg and Fernandes, Rohit and Marques, Daniel and Pingali, Keshav and Stodghill, Paul • SC'04: Proceedings of the 2004 ACM/IEEE Conference on Supercomputing • pp. 38--38
Programming Model Key: schulz2004implementation inproceedings
@inproceedings{schulz2004implementation,
  title={Implementation and evaluation of a scalable application-level checkpoint-recovery scheme for MPI programs},
  author={Schulz, Martin and Bronevetsky, Greg and Fernandes, Rohit and Marques, Daniel and Pingali, Keshav and Stodghill, Paul},
  booktitle={SC'04: Proceedings of the 2004 ACM/IEEE Conference on Supercomputing},
  pages={38--38},
  year={2004},
  organization={IEEE}
}
On Accurate and Efficient Perceptron-Based Branch Prediction
Ipek, Engin and McKee, Sally A and Schulz, Martin and David, Shai Ben • Unpublished Work
Applications Key: ipek2004accurate article
@article{ipek2004accurate,
  title={On Accurate and Efficient Perceptron-Based Branch Prediction},
  author={Ipek, Engin and McKee, Sally A and Schulz, Martin and David, Shai Ben},
  journal={Unpublished Work},
  year={2004}
}
SimSnap: Fast-forwarding via native execution and application-level checkpointing
Szwed, Peter K and Marques, Daniel and Buels, Robert M and McKee, Sally A and Schulz, Martin • Eighth Workshop on Interaction between Compilers and Computer Architectures, 2004. INTERACT-8 2004. • pp. 65--74
Architecture Key: szwed2004simsnap inproceedings
@inproceedings{szwed2004simsnap,
  title={SimSnap: Fast-forwarding via native execution and application-level checkpointing},
  author={Szwed, Peter K and Marques, Daniel and Buels, Robert M and McKee, Sally A and Schulz, Martin},
  booktitle={Eighth Workshop on Interaction between Compilers and Computer Architectures, 2004. INTERACT-8 2004.},
  pages={65--74},
  year={2004},
  organization={IEEE}
}
SIMT/OMP: A toolset to study and exploit memory locality of OpenMP applications on NUMA architectures
Tao, Jie and Schulz, Martin and Karl, Wolfgang • International Workshop on OpenMP Applications and Tools • pp. 41--52
Programming Model Key: tao2004simt inproceedings
@inproceedings{tao2004simt,
  title={SIMT/OMP: A toolset to study and exploit memory locality of OpenMP applications on NUMA architectures},
  author={Tao, Jie and Schulz, Martin and Karl, Wolfgang},
  booktitle={International Workshop on OpenMP Applications and Tools},
  pages={41--52},
  year={2004},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Special Session of EuroPVM/MPI 2004
Trinitis$^1$, Carsten and Schulz, Martin • Recent Advances in Parallel Virtual Machine and Message Passing Interface: 11th European PVM/MPI Users' Group Meeting, Budapest, Hungary, September 19-22, 2004, Proceedings • Vol. 3241 • pp. 415
Programming Model Key: trinitis12004special inproceedings
@inproceedings{trinitis12004special,
  title={Special Session of EuroPVM/MPI 2004},
  author={Trinitis$^1$, Carsten and Schulz, Martin},
  booktitle={Recent Advances in Parallel Virtual Machine and Message Passing Interface: 11th European PVM/MPI Users' Group Meeting, Budapest, Hungary, September 19-22, 2004, Proceedings},
  volume={3241},
  pages={415},
  year={2004},
  organization={Springer}
}
A framework for portable shared memory programming
Schulz, Martin and McKee, Sally A • Proceedings International Parallel and Distributed Processing Symposium • pp. 9--pp
Architecture Key: schulz2003framework inproceedings
@inproceedings{schulz2003framework,
  title={A framework for portable shared memory programming},
  author={Schulz, Martin and McKee, Sally A},
  booktitle={Proceedings International Parallel and Distributed Processing Symposium},
  pages={9--pp},
  year={2003},
  organization={IEEE}
}
A simulation tool for evaluating shared memory systems
Tao, Jie and Schulz, Martin and Karl, Wolfgang • 36th Annual Simulation Symposium, 2003. • pp. 335--342
Architecture Key: tao2003simulation inproceedings
@inproceedings{tao2003simulation,
  title={A simulation tool for evaluating shared memory systems},
  author={Tao, Jie and Schulz, Martin and Karl, Wolfgang},
  booktitle={36th Annual Simulation Symposium, 2003.},
  pages={335--342},
  year={2003},
  organization={IEEE}
}
ARS: an adaptive runtime system for locality optimization
Tao, Jie and Schulz, Martin and Karl, Wolfgang • Future Generation Computer Systems • Vol. 19 • No. 5 • pp. 761--776
Programming Model Key: tao2003ars article
@article{tao2003ars,
  title={ARS: an adaptive runtime system for locality optimization},
  author={Tao, Jie and Schulz, Martin and Karl, Wolfgang},
  journal={Future Generation Computer Systems},
  volume={19},
  number={5},
  pages={761--776},
  year={2003},
  publisher={Elsevier}
}
Automatic Performance Analysis on Hitachi
Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wism{ü}ller, Roland • High Performance Computing in Science and Engineering, Munich 2002: Transactions of the First Joint HLRB and KONWIHR Status and Result Workshop, October 10-11, 2002, Technical University Munich, Germany; with 50 Tables • pp. 443
HPC Key: gerndt2003automatic inproceedings
@inproceedings{gerndt2003automatic,
  title={Automatic Performance Analysis on Hitachi},
  author={Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wism{\"u}ller, Roland},
  booktitle={High Performance Computing in Science and Engineering, Munich 2002: Transactions of the First Joint HLRB and KONWIHR Status and Result Workshop, October 10-11, 2002, Technical University Munich, Germany; with 50 Tables},
  pages={443},
  year={2003},
  organization={Springer Science \& Business Media}
}
Automatic Performance Analysis on Hitachi SR8000
Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wism{ü}ller, Roland • High Performance Computing in Science and Engineering, Munich 2002: Transactions of the First Joint HLRB and KONWIHR Status and Result Workshop, October 10--11, 2002, Technical University of Munich, Germany • pp. 443--452
HPC Key: gerndt2003automatic inproceedings
@inproceedings{gerndt2003automatic,
  title={Automatic Performance Analysis on Hitachi SR8000},
  author={Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wism{\"u}ller, Roland},
  booktitle={High Performance Computing in Science and Engineering, Munich 2002: Transactions of the First Joint HLRB and KONWIHR Status and Result Workshop, October 10--11, 2002, Technical University of Munich, Germany},
  pages={443--452},
  year={2003},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Cad grid: Corporate-wide resource sharing for parameter studies
Wheelhouse, Ed and Trinitis, Carsten and Schulz, Martin • European Conference on Parallel Processing • pp. 433--440
Applications Key: wheelhouse2003cad inproceedings
@inproceedings{wheelhouse2003cad,
  title={Cad grid: Corporate-wide resource sharing for parameter studies},
  author={Wheelhouse, Ed and Trinitis, Carsten and Schulz, Martin},
  booktitle={European Conference on Parallel Processing},
  pages={433--440},
  year={2003},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Eighth International Workshop on Eighth International Workshop on High-Level Parallel Programming Models and Level Parallel Programming Models and Level Parallel Programming Models and Supportive Environments Supportive Environments
Gerndt, Michael and Schulz, Martin
Applications Key: gerndt2003eighth article
@article{gerndt2003eighth,
  title={Eighth International Workshop on Eighth International Workshop on High-Level Parallel Programming Models and Level Parallel Programming Models and Level Parallel Programming Models and Supportive Environments Supportive Environments},
  author={Gerndt, Michael and Schulz, Martin},
  year={2003}
}
Exploration of SMP-Aware DAO Memory Performance Issues-Final Report 2002
de Supinski, Bronis R and Yoo, Andy and McKee, Sally A and Schulz, Martin and Mohan, Tushar • Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)
Architecture Key: de2003exploration techreport
@techreport{de2003exploration,
  title={Exploration of SMP-Aware DAO Memory Performance Issues-Final Report 2002},
  author={de Supinski, Bronis R and Yoo, Andy and McKee, Sally A and Schulz, Martin and Mohan, Tushar},
  year={2003},
  institution={Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States)}
}
Identifying and exploiting spatial regularity in data memory references
Mohan, Tushar and Supinski, Bronis R de and McKee, Sally A and Mueller, Frank and Yoo, Andy and Schulz, Martin • Proceedings of the 2003 ACM/IEEE conference on Supercomputing • pp. 49
Architecture Key: mohan2003identifying inproceedings
@inproceedings{mohan2003identifying,
  title={Identifying and exploiting spatial regularity in data memory references},
  author={Mohan, Tushar and Supinski, Bronis R de and McKee, Sally A and Mueller, Frank and Yoo, Andy and Schulz, Martin},
  booktitle={Proceedings of the 2003 ACM/IEEE conference on Supercomputing},
  pages={49},
  year={2003}
}
Interactive locality optimization on numa architectures
Mu, Tao and Tao, Jie and Schulz, Martin and McKee, Sally A • Proceedings of the 2003 ACM symposium on Software visualization • pp. 133--ff
Architecture Key: mu2003interactive inproceedings
@inproceedings{mu2003interactive,
  title={Interactive locality optimization on numa architectures},
  author={Mu, Tao and Tao, Jie and Schulz, Martin and McKee, Sally A},
  booktitle={Proceedings of the 2003 ACM symposium on Software visualization},
  pages={133--ff},
  year={2003}
}
Local relaxed consistency schemes on shared-memory clusters
Schulz, Martin and Tao, Jie and McKee, Sally A • Proceedings of the 2nd Workshop on System Area Networks (SAN-2) • pp. 58--64
Architecture Key: schulz2003local inproceedings
@inproceedings{schulz2003local,
  title={Local relaxed consistency schemes on shared-memory clusters},
  author={Schulz, Martin and Tao, Jie and McKee, Sally A},
  booktitle={Proceedings of the 2nd Workshop on System Area Networks (SAN-2)},
  pages={58--64},
  year={2003}
}
Special session of euroPVM/MPI 2003: Current trends in numerical simulation for parallel engineering environments ParSim 2003
Trinitis, Carsten and Schulz, Martin • European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting • pp. 661--662
Programming Model Key: trinitis2003special inproceedings
@inproceedings{trinitis2003special,
  title={Special session of euroPVM/MPI 2003: Current trends in numerical simulation for parallel engineering environments ParSim 2003},
  author={Trinitis, Carsten and Schulz, Martin},
  booktitle={European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting},
  pages={661--662},
  year={2003},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Standardized Intermediate Representation for Fortran, Java, C and C++ Programs
Fahringer, T and Gerndt, M and Mohr, Bernd and Schulz, Martin and Seragiotto, Clovis and Truong, Hong-Linh • APART Working group (http://www. kfa-juelich. de/apart/), Work in progress
Applications Key: fahringer2003standardized article
@article{fahringer2003standardized,
  title={Standardized Intermediate Representation for Fortran, Java, C and C++ Programs},
  author={Fahringer, T and Gerndt, M and Mohr, Bernd and Schulz, Martin and Seragiotto, Clovis and Truong, Hong-Linh},
  journal={APART Working group (http://www. kfa-juelich. de/apart/), Work in progress},
  year={2003}
}
A comprehensive electric field simulation environment on top of SCI
Trinitis, Carsten and Schulz, Martin and Karl, Wolfgang • European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting • pp. 114--121
Programming Model Key: trinitis2002comprehensive inproceedings
@inproceedings{trinitis2002comprehensive,
  title={A comprehensive electric field simulation environment on top of SCI},
  author={Trinitis, Carsten and Schulz, Martin and Karl, Wolfgang},
  booktitle={European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting},
  pages={114--121},
  year={2002},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
A novel approach for data distribution on NUMA machines
Tao, Jie and Karl, Wolfgang and Schulz, Martin • Proc. Int'l Conf. Architecture of Computing Systems.(ARCS-02) • pp. 189--195
Architecture Key: tao2002novel inproceedings
@inproceedings{tao2002novel,
  title={A novel approach for data distribution on NUMA machines},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  booktitle={Proc. Int'l Conf. Architecture of Computing Systems.(ARCS-02)},
  pages={189--195},
  year={2002},
  organization={Citeseer}
}
A proposal for a new hardware cache monitoring architecture
Schulz, Martin and Tao, Jie and Jeitner, J\"{u}rgen and Karl, Wolfgang • Proceedings of the 2002 Workshop on Memory System Performance • pp. 76–85
Architecture Key: schulz2002 inproceedings
@inproceedings{schulz2002,
author = {Schulz, Martin and Tao, Jie and Jeitner, J\"{u}rgen and Karl, Wolfgang},
title = {A proposal for a new hardware cache monitoring architecture},
year = {2002},
isbn = {9781450373685},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/773146.773047},
doi = {10.1145/773146.773047},
abstract = {The analysis of the memory access behavior of applications, an essential step for a successful cache optimization, is a complex task. It needs to be supported with appropriate tools and monitoring facilities. Currently, however, users can only rely on either simulation based approaches, which deliver a large degree of detail but are restricted in their applicability, or on hardware counters embedded into processors, which allow to keep track of very few, mostly global events and hence only provide limited data.In this work a proposal for novel hardware monitoring facility is presented which exhibits both the details of traditional simulations and the low--overhead of hardware counters. Like the latter approach, it is also targeted towards an implementation within the processor for a direct and non--intrusive access to caches and memory busses. Unlike traditional counters, however, it delivers a detailed picture of the complete memory access behavior of applications. This is achieved by generating so--called memory access histograms, which show access frequencies in relation to the applications address space. Such spatial memory access information can then be used for efficient program optimization by focusing on the code and data segments which were found to exhibit a poor cache behavior.},
booktitle = {Proceedings of the 2002 Workshop on Memory System Performance},
pages = {76–85},
numpages = {10},
location = {Berlin, Germany},
series = {MSP '02}
}
A proposal for a new hardware cache monitoring architecture
Schulz, Martin and Tao, Jie and Jeitner, J{ü}rgen and Karl, Wolfgang • Proceedings of the 2002 workshop on Memory system performance • pp. 76--85
Architecture Key: schulz2002proposal inproceedings
@inproceedings{schulz2002proposal,
  title={A proposal for a new hardware cache monitoring architecture},
  author={Schulz, Martin and Tao, Jie and Jeitner, J{\"u}rgen and Karl, Wolfgang},
  booktitle={Proceedings of the 2002 workshop on Memory system performance},
  pages={76--85},
  year={2002}
}
Analyzing engineering simulations in a virtual environment
Schulz, Martin and Reuding, Thomas and Ertl, Thomas • IEEE computer Graphics and Applications • Vol. 18 • No. 6 • pp. 46--52
Applications Key: schulz2002analyzing article
@article{schulz2002analyzing,
  title={Analyzing engineering simulations in a virtual environment},
  author={Schulz, Martin and Reuding, Thomas and Ertl, Thomas},
  journal={IEEE computer Graphics and Applications},
  volume={18},
  number={6},
  pages={46--52},
  year={2002},
  publisher={IEEE}
}
Boosting the performance of electromagnetic simulations on a pc-cluster
Trinitis, Carsten and Schulz, Martin and Karl, Wolfgang • Proceedings. International Conference on Parallel Computing in Electrical Engineering • pp. 369--374
HPC Key: trinitis2002boosting inproceedings
@inproceedings{trinitis2002boosting,
  title={Boosting the performance of electromagnetic simulations on a pc-cluster},
  author={Trinitis, Carsten and Schulz, Martin and Karl, Wolfgang},
  booktitle={Proceedings. International Conference on Parallel Computing in Electrical Engineering},
  pages={369--374},
  year={2002},
  organization={IEEE}
}
Flow visualization on hierarchical cartesian grids
Roettger, St and Ertl, Th and Schulz, M and Bartelheimer, W • High Performance Scientific And Engineering Computing: Proceedings of the 3rd International FORTWIHR Conference on HPSEC, Erlangen, March 12--14, 2001 • pp. 139--146
Applications Key: roettger2002flow inproceedings
@inproceedings{roettger2002flow,
  title={Flow visualization on hierarchical cartesian grids},
  author={Roettger, St and Ertl, Th and Schulz, M and Bartelheimer, W},
  booktitle={High Performance Scientific And Engineering Computing: Proceedings of the 3rd International FORTWIHR Conference on HPSEC, Erlangen, March 12--14, 2001},
  pages={139--146},
  year={2002},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Foreword: HPCA-8 Work-in-Progress Session
Schulz, M and Inoue, K and Childers, B and McKee, S • COMPUTER ARCHITECTURE NEWS • Vol. 30 • No. 3 • pp. 1--2
Architecture Key: schulz2002foreword article
@article{schulz2002foreword,
  title={Foreword: HPCA-8 Work-in-Progress Session},
  author={Schulz, M and Inoue, K and Childers, B and McKee, S},
  journal={COMPUTER ARCHITECTURE NEWS},
  volume={30},
  number={3},
  pages={1--2},
  year={2002},
  publisher={IEEE Computer Society; 1999}
}
Improving data locality using dynamic page migration based on memory access histograms
Tao, Jie and Schulz, Martin and Karl, Wolfgang • International Conference on Computational Science • pp. 933--942
Architecture Key: tao2002improving inproceedings
@inproceedings{tao2002improving,
  title={Improving data locality using dynamic page migration based on memory access histograms},
  author={Tao, Jie and Schulz, Martin and Karl, Wolfgang},
  booktitle={International Conference on Computational Science},
  pages={933--942},
  year={2002},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Improving the scalability of shared memory systems through relaxed consistency
Schulz, Martin and Tao, Jie and Karl, Wolfgang • Proceedings of the Second Workshop on Caching, Coherence, and Consistency (WC3’02)
Architecture Key: schulz2002improving inproceedings
@inproceedings{schulz2002improving,
  title={Improving the scalability of shared memory systems through relaxed consistency},
  author={Schulz, Martin and Tao, Jie and Karl, Wolfgang},
  booktitle={Proceedings of the Second Workshop on Caching, Coherence, and Consistency (WC3’02)},
  year={2002}
}
Memory Access Behavior Analysis of NUMA-Based Shared Memory Programs
Tao, Jie and Karl, Wolfgang and Schulz, Martin • Scientific Programming • Vol. 10 • No. 1 • pp. 45--53
Architecture Key: tao2002memory article
@article{tao2002memory,
  title={Memory Access Behavior Analysis of NUMA-Based Shared Memory Programs},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  journal={Scientific Programming},
  volume={10},
  number={1},
  pages={45--53},
  year={2002},
  publisher={IOS Press}
}
Notes on Nondeterminism
Kranzlm{ü}ller, Dieter and Schulz, Martin • Recent Advances in Parallel Virtual Machine and Message Passing Interface: 9th European PVM/MPI User's Group Meeting Linz, Austria, September 29-October 2, 2002, Proceedings • Vol. 9 • pp. 357
Programming Model Key: kranzlmuller2002notes inproceedings
@inproceedings{kranzlmuller2002notes,
  title={Notes on Nondeterminism},
  author={Kranzlm{\"u}ller, Dieter and Schulz, Martin},
  booktitle={Recent Advances in Parallel Virtual Machine and Message Passing Interface: 9th European PVM/MPI User's Group Meeting Linz, Austria, September 29-October 2, 2002, Proceedings},
  volume={9},
  pages={357},
  year={2002},
  organization={Springer Science \& Business Media}
}
Notes on nondeterminism in message passing programs
Kranzlm{ü}ller, Dieter and Schulz, Martin • European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting • pp. 357--367
Programming Model Key: kranzlmuller2002notes inproceedings
@inproceedings{kranzlmuller2002notes,
  title={Notes on nondeterminism in message passing programs},
  author={Kranzlm{\"u}ller, Dieter and Schulz, Martin},
  booktitle={European Parallel Virtual Machine/Message Passing Interface Users’ Group Meeting},
  pages={357--367},
  year={2002},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Overcoming the Problems Associated with the Existence of Too many DSM APIs
Schulz, Martin • 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID'02) • pp. 319--319
HPC Key: schulz2002overcoming inproceedings
@inproceedings{schulz2002overcoming,
  title={Overcoming the Problems Associated with the Existence of Too many DSM APIs},
  author={Schulz, Martin},
  booktitle={2nd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID'02)},
  pages={319--319},
  year={2002},
  organization={IEEE}
}
Performance Analysis for Teraflop Computers-A Distributed Approach
Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wism{ü}ller, Roland • 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing
HPC Key: gerndt2002performance inproceedings
@inproceedings{gerndt2002performance,
  title={Performance Analysis for Teraflop Computers-A Distributed Approach},
  author={Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wism{\"u}ller, Roland},
  booktitle={10th Euromicro Workshop on Parallel, Distributed and Network-based Processing},
  year={2002}
}
Performance analysis for teraflop computers: a distributed automatic approach
Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wismuller, R • Proceedings 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing • pp. 23--30
HPC Key: gerndt2002performance inproceedings
@inproceedings{gerndt2002performance,
  title={Performance analysis for teraflop computers: a distributed automatic approach},
  author={Gerndt, Michael and Schmidt, Andreas and Schulz, Martin and Wismuller, R},
  booktitle={Proceedings 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing},
  pages={23--30},
  year={2002},
  organization={IEEE}
}
SMiLE: an integrated, multi-paradigm software infrastructure for SCI-based clusters
Schulz, Martin and Tao, Jie and Trinitis, Carsten T and Karl, Wolfgang • 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID'02) • pp. 247--247
HPC Key: schulz2002smile inproceedings
@inproceedings{schulz2002smile,
  title={SMiLE: an integrated, multi-paradigm software infrastructure for SCI-based clusters},
  author={Schulz, Martin and Tao, Jie and Trinitis, Carsten T and Karl, Wolfgang},
  booktitle={2nd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID'02)},
  pages={247--247},
  year={2002},
  organization={IEEE}
  }
Using semantic information to guide efficient parallel I/O on clusters
Schulz, Martin • Proceedings 11th IEEE International Symposium on High Performance Distributed Computing • pp. 135--142
Applications Key: schulz2002using inproceedings
@inproceedings{schulz2002using,
  title={Using semantic information to guide efficient parallel I/O on clusters},
  author={Schulz, Martin},
  booktitle={Proceedings 11th IEEE International Symposium on High Performance Distributed Computing},
  pages={135--142},
  year={2002},
  organization={IEEE}
}
Workshop Papers I-Tools for Program Development and Analysis-Improving Data Locality Using Dynamic Page Migration Based on Memory Access Histograms
Tao, J and Schulz, M and Karl, W • Lecture Notes in Computer Science • Vol. 2330 • pp. 933--942
Architecture Key: tao2002workshop article
@article{tao2002workshop,
  title={Workshop Papers I-Tools for Program Development and Analysis-Improving Data Locality Using Dynamic Page Migration Based on Memory Access Histograms},
  author={Tao, J and Schulz, M and Karl, W},
  journal={Lecture Notes in Computer Science},
  volume={2330},
  pages={933--942},
  year={2002},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Automotive soiling simulation based on massive particle tracing
Roettger, Stefan and Schulz, Martin and Bartelheimer, Wolf and Ertlt, Thomas • Data Visualization 2001: Proceedings of the Joint Eurographics—IEEE TCVG Symposium on Visualization in Ascona, Switzerland, May 28--30, 2001 • pp. 309--317
Applications Key: roettger2001automotive inproceedings
@inproceedings{roettger2001automotive,
  title={Automotive soiling simulation based on massive particle tracing},
  author={Roettger, Stefan and Schulz, Martin and Bartelheimer, Wolf and Ertlt, Thomas},
  booktitle={Data Visualization 2001: Proceedings of the Joint Eurographics—IEEE TCVG Symposium on Visualization in Ascona, Switzerland, May 28--30, 2001},
  pages={309--317},
  year={2001},
  organization={Springer Vienna Vienna}
}
Data Monitoring in High Performance Clusters
Torralba, G and Gonz{á}lez, V and Sanchis, E and Tao, J and Schulz, M and Karl, W • Proceedings of the 12th IEEE International Congress on Real Time for Nuclear and Plama Sciences • pp. 90--95
Applications Key: torralba2001data inproceedings
@inproceedings{torralba2001data,
  title={Data Monitoring in High Performance Clusters},
  author={Torralba, G and Gonz{\'a}lez, V and Sanchis, E and Tao, J and Schulz, M and Karl, W},
  booktitle={Proceedings of the 12th IEEE International Congress on Real Time for Nuclear and Plama Sciences},
  pages={90--95},
  year={2001}
}
DIOM: Parallel I/O for Data Intensive Applications on Commodity Clusters
Schulz, Martin • Parallel and Distributed Computing and Systems (PDCS)
Applications Key: schulz2001diom article
@article{schulz2001diom,
  title={DIOM: Parallel I/O for Data Intensive Applications on Commodity Clusters},
  author={Schulz, Martin},
  journal={Parallel and Distributed Computing and Systems (PDCS)},
  year={2001},
  publisher={Citeseer}
}
Meeting the computational demands of nuclear medical imaging using commodity clusters
Karl, Wolfgang and Schulz, Martin and V{ö}lk, Martin and Ziegler, Sibylle • International Conference on Computational Science • pp. 27--36
Applications Key: karl2001meeting inproceedings
@inproceedings{karl2001meeting,
  title={Meeting the computational demands of nuclear medical imaging using commodity clusters},
  author={Karl, Wolfgang and Schulz, Martin and V{\"o}lk, Martin and Ziegler, Sibylle},
  booktitle={International Conference on Computational Science},
  pages={27--36},
  year={2001},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Parallel Volume Rendering based on Isosurface Extraction using Commodity Clusters.
Schulz, Martin • VIIP • pp. 157--162
Applications Key: schulz2001parallel inproceedings
@inproceedings{schulz2001parallel,
  title={Parallel Volume Rendering based on Isosurface Extraction using Commodity Clusters.},
  author={Schulz, Martin},
  booktitle={VIIP},
  pages={157--162},
  year={2001}
}
SCI-based LINUX PC-clusters as a platform for electromagnetic field calculations
Trinitis, Carsten and Schulz, Martin and Eberl, Michael and Karl, Wolfgang • International Conference on Parallel Computing Technologies • pp. 510--513
HPC Key: trinitis2001sci inproceedings
@inproceedings{trinitis2001sci,
  title={SCI-based LINUX PC-clusters as a platform for electromagnetic field calculations},
  author={Trinitis, Carsten and Schulz, Martin and Eberl, Michael and Karl, Wolfgang},
  booktitle={International Conference on Parallel Computing Technologies},
  pages={510--513},
  year={2001},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Shared Memory Programming on NUMA-based Clusters using a General and Open Hybrid Hardware/Software Approach
Schulz, Martin
Architecture Key: schulz2001shared phdthesis
@phdthesis{schulz2001shared,
  title={Shared Memory Programming on NUMA-based Clusters using a General and Open Hybrid Hardware/Software Approach},
  author={Schulz, Martin},
  year={2001},
  school={Technische Universit{\"a}t M{\"u}nchen}
}
Tools and Environments for Parallel and Distributed Programming-Visualizing the Memory Access Behavior of Shared Memory Applications on NUMA Architectures
Tao, Jie and Karl, Wolfgang and Schulz, Martin • Lecture Notes in Computer Science • Vol. 2073 • pp. 861--861
Architecture Key: tao2001part article
@article{tao2001part,
  title={Tools and Environments for Parallel and Distributed Programming-Visualizing the Memory Access Behavior of Shared Memory Applications on NUMA Architectures},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={2073},
  pages={861--861},
  year={2001},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Tools and Environments for Parallel and Distributed Programming-Visualizing the Memory Access Behavior of Shared Memory Applications on NUMA Architectures
Tao, Jie and Karl, Wolfgang and Schulz, Martin • Lecture Notes in Computer Science • Vol. 2074 • pp. 861--870
Architecture Key: tao2001tools article
@article{tao2001tools,
  title={Tools and Environments for Parallel and Distributed Programming-Visualizing the Memory Access Behavior of Shared Memory Applications on NUMA Architectures},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={2074},
  pages={861--870},
  year={2001},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Using simulation to understand the data layout of programs
Tao, Jie and Karl, Wolfgang and Schulz, Martin • Proceedings of the IASTED International Conference on Applied Simulation and Modelling (ASM 2001) • pp. 349--354
Applications Key: tao2001using inproceedings
@inproceedings{tao2001using,
  title={Using simulation to understand the data layout of programs},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  booktitle={Proceedings of the IASTED International Conference on Applied Simulation and Modelling (ASM 2001)},
  pages={349--354},
  year={2001}
}
Visualizing the memory access behavior of shared memory applications on NUMA architectures
Tao, Jie and Karl, Wolfgang and Schulz, Martin • International Conference on Computational Science • pp. 861--870
Architecture Key: tao2001visualizing inproceedings
@inproceedings{tao2001visualizing,
  title={Visualizing the memory access behavior of shared memory applications on NUMA architectures},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  booktitle={International Conference on Computational Science},
  pages={861--870},
  year={2001},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Work-in-Progress Session
Childers, Bruce and Schulz, Martin
Applications Key: childers2001work article
@article{childers2001work,
  title={Work-in-Progress Session},
  author={Childers, Bruce and Schulz, Martin},
  year={2001}
}
Design and implementation aspects for the SMiLE hardware monitor
Hockauf, Robert and Jeitner, J{ü}rgen and Karl, Wolfgang and Lindhof, Robert and Schulz, Martin and Gonzales, Vicente and Sanquis, Enrique and Torralba, Gloria • Proc. SCI Eur. 2000 Conf. Stream of Euro-PAR 2000 • pp. 47--55
Edge/IoT Key: hockauf2000design inproceedings
@inproceedings{hockauf2000design,
  title={Design and implementation aspects for the SMiLE hardware monitor},
  author={Hockauf, Robert and Jeitner, J{\"u}rgen and Karl, Wolfgang and Lindhof, Robert and Schulz, Martin and Gonzales, Vicente and Sanquis, Enrique and Torralba, Gloria},
  booktitle={Proc. SCI Eur. 2000 Conf. Stream of Euro-PAR 2000},
  pages={47--55},
  year={2000}
}
Efficient Coherency and Synchronization Management in SCI based DSM systems
Schulz, Martin • Proceedings of the SCI-Europe, held in conjunction with Euro-Par 2000 • pp. 31--36
Applications Key: schulz2000efficient inproceedings
@inproceedings{schulz2000efficient,
  title={Efficient Coherency and Synchronization Management in SCI based DSM systems},
  author={Schulz, Martin},
  booktitle={Proceedings of the SCI-Europe, held in conjunction with Euro-Par 2000},
  pages={31--36},
  year={2000}
}
Efficient deployment of shared memory models on clusters of PCs
Schulz, Martin • 2000 4th International Conference on Algorithms and Architectures for Parallel Processing • pp. 2
Architecture Key: schulz2000efficient inproceedings
@inproceedings{schulz2000efficient,
  title={Efficient deployment of shared memory models on clusters of PCs},
  author={Schulz, Martin},
  booktitle={2000 4th International Conference on Algorithms and Architectures for Parallel Processing},
  pages={2},
  year={2000},
  organization={World Scientific}
}
Efficient deployment of shared memory models on clusters of PCs using the SMiLEing HAMSTER approach
Schulz, Martin • Algorithms And Architectures For Parallel Processing: ICA3PP 2000 • pp. 2--14
Architecture Key: schulz2000efficient incollection
@incollection{schulz2000efficient,
  title={Efficient deployment of shared memory models on clusters of PCs using the SMiLEing HAMSTER approach},
  author={Schulz, Martin},
  booktitle={Algorithms And Architectures For Parallel Processing: ICA3PP 2000},
  pages={2--14},
  year={2000},
  publisher={World Scientific}
}
Effiziente iterative PET-Bild Rekonstruktion auf einem Cluster von PCs
Schulz, Martin and Voelk, Martin and Karl, Wolfgang and Ziegler, Sibylle • Journal of Radiationoncology. Biology. Physics--Abstraktband des gemeinsamen Jahreskongresses der DEGRO, OGRO, DGMP • Vol. 176 • No. 1
HPC Key: schulz2000effiziente article
@article{schulz2000effiziente,
  title={Effiziente iterative PET-Bild Rekonstruktion auf einem Cluster von PCs},
  author={Schulz, Martin and Voelk, Martin and Karl, Wolfgang and Ziegler, Sibylle},
  journal={Journal of Radiationoncology. Biology. Physics--Abstraktband des gemeinsamen Jahreskongresses der DEGRO, OGRO, DGMP},
  volume={176},
  number={1},
  year={2000}
}
Fifth International Workshop on High-level Parallel Programming Models and Supportive Environments HIPS 2000
Schulz, Martin • International Parallel and Distributed Processing Symposium • pp. 257--260
Applications Key: schulz2000fifth inproceedings
@inproceedings{schulz2000fifth,
  title={Fifth International Workshop on High-level Parallel Programming Models and Supportive Environments HIPS 2000},
  author={Schulz, Martin},
  booktitle={International Parallel and Distributed Processing Symposium},
  pages={257--260},
  year={2000},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Hybrid-DSM: An efficient alternative to pure software DSM systems on NUMA architectures
Karl, Wolfgang and Schulz, Martin • Proceedings of the 2nd International Workshop on Software DSM (held together with ICS 2000)
Architecture Key: karl2000hybrid inproceedings
@inproceedings{karl2000hybrid,
  title={Hybrid-DSM: An efficient alternative to pure software DSM systems on NUMA architectures},
  author={Karl, Wolfgang and Schulz, Martin},
  booktitle={Proceedings of the 2nd International Workshop on Software DSM (held together with ICS 2000)},
  year={2000}
}
III Computer Science Track-Session 5-Monitoring and Performance-Using the SMiLE Monitoring Infrastructure to Detect and Lower the Inefficiency of Parallel Applications
Tao, J and Karl, W and Schulz, M • Lecture Notes in Computer Science • Vol. 1823 • pp. 270--279
Applications Key: tao2000iii article
@article{tao2000iii,
  title={III Computer Science Track-Session 5-Monitoring and Performance-Using the SMiLE Monitoring Infrastructure to Detect and Lower the Inefficiency of Parallel Applications},
  author={Tao, J and Karl, W and Schulz, M},
  journal={Lecture Notes in Computer Science},
  volume={1823},
  pages={270--279},
  year={2000},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Multilayer Online-Monitoring for Hybrid DSM systems on top of PC clusters with a SMiLE
Karl, Wolfgang and Schulz, Martin and Trinitis, J{ö}rg • International Conference on Modelling Techniques and Tools for Computer Performance Evaluation • pp. 294--308
Applications Key: karl2000multilayer inproceedings
@inproceedings{karl2000multilayer,
  title={Multilayer Online-Monitoring for Hybrid DSM systems on top of PC clusters with a SMiLE},
  author={Karl, Wolfgang and Schulz, Martin and Trinitis, J{\"o}rg},
  booktitle={International Conference on Modelling Techniques and Tools for Computer Performance Evaluation},
  pages={294--308},
  year={2000},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Multithreaded Programming of PC clusters
Schulz, Martin • Proceedings 2000 International Conference on Parallel Architectures and Compilation Techniques (Cat. No. PR00622) • pp. 271--278
Architecture Key: schulz2000multithreaded inproceedings
@inproceedings{schulz2000multithreaded,
  title={Multithreaded Programming of PC clusters},
  author={Schulz, Martin},
  booktitle={Proceedings 2000 International Conference on Parallel Architectures and Compilation Techniques (Cat. No. PR00622)},
  pages={271--278},
  year={2000},
  organization={IEEE}
}
NEPHEW: Applying a Toolset for the Efficient Deployment of a Medical Image Application on SCI—Based Clusters
Karl, Wolfgang and Schulz, Martin and V{ö}lk, Martin and Ziegler, Sibylle • European Conference on Parallel Processing • pp. 851--860
Applications Key: karl2000nephew inproceedings
@inproceedings{karl2000nephew,
  title={NEPHEW: Applying a Toolset for the Efficient Deployment of a Medical Image Application on SCI—Based Clusters},
  author={Karl, Wolfgang and Schulz, Martin and V{\"o}lk, Martin and Ziegler, Sibylle},
  booktitle={European Conference on Parallel Processing},
  pages={851--860},
  year={2000},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Understanding the behavior of shared memory applications using the SMiLE monitoring framework
Tao, Jie and Karl, Wolfgang and Schulz, Martin • Proceedings of the SCI-Europe, held in conjunction with Euro-Par 2000 • pp. 57--62
Architecture Key: tao2000understanding inproceedings
@inproceedings{tao2000understanding,
  title={Understanding the behavior of shared memory applications using the SMiLE monitoring framework},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  booktitle={Proceedings of the SCI-Europe, held in conjunction with Euro-Par 2000},
  pages={57--62},
  year={2000}
}
Using the SMiLE monitoring infrastructure to detect and lower the inefficiency of parallel applications
Tao, Jie and Karl, Wolfgang and Schulz, Martin • International Conference on High-Performance Computing and Networking • pp. 270--279
Applications Key: tao2000using inproceedings
@inproceedings{tao2000using,
  title={Using the SMiLE monitoring infrastructure to detect and lower the inefficiency of parallel applications},
  author={Tao, Jie and Karl, Wolfgang and Schulz, Martin},
  booktitle={International Conference on High-Performance Computing and Networking},
  pages={270--279},
  year={2000},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
E cient deployment of shared memory models on clusters of PCs using the SMiLEing HAMSTER approach
Schulz, Martin
Architecture Key: schulz1999cient article
@article{schulz1999cient,
  title={E cient deployment of shared memory models on clusters of PCs using the SMiLEing HAMSTER approach},
  author={Schulz, Martin},
  year={1999}
}
Eine Software-Infrastruktur fur Nachrichtenaustausch und gemeinsamen Speicher auf SCI-basierten PC-Clustern
Eberl, Michael and Karl, Wolfgang and Leberecht, Markus and Schulz, Martin • 2nd Workshop Cluster Computing, Karlsruhe
HPC Key: eberl1999software inproceedings
@inproceedings{eberl1999software,
  title={Eine Software-Infrastruktur fur Nachrichtenaustausch und gemeinsamen Speicher auf SCI-basierten PC-Clustern},
  author={Eberl, Michael and Karl, Wolfgang and Leberecht, Markus and Schulz, Martin},
  booktitle={2nd Workshop Cluster Computing, Karlsruhe},
  year={1999}
}
ESPRIT Project 23174| SISCI Deliverable D 4.1. 4 SISCI Pthreads implementation report
Schulz, Martin • Citeseer
Applications Key: schulz1999esprit article
@article{schulz1999esprit,
  title={ESPRIT Project 23174| SISCI Deliverable D 4.1. 4 SISCI Pthreads implementation report},
  author={Schulz, Martin},
  year={1999},
  publisher={Citeseer}
}
Interactive visualization of fluid dynamics simulations in locally refined cartesian grids
Schulz, Martin and Reck, Frank and Bertelheimer, W and Ertl, Thomas • Proceedings Visualization'99 (Cat. No. 99CB37067) • pp. 413--553
Applications Key: schulz1999interactive inproceedings
@inproceedings{schulz1999interactive,
  title={Interactive visualization of fluid dynamics simulations in locally refined cartesian grids},
  author={Schulz, Martin and Reck, Frank and Bertelheimer, W and Ertl, Thomas},
  booktitle={Proceedings Visualization'99 (Cat. No. 99CB37067)},
  pages={413--553},
  year={1999},
  organization={IEEE}
}
Optimizing data locality for SCI-based PC-clusters with the SMiLE monitoring approach
Karl, Wolfgang and Leberecht, Markus and Schulz, Martin • 1999 International Conference on Parallel Architectures and Compilation Techniques (Cat. No. PR00425) • pp. 169--176
Architecture Key: karl1999optimizing inproceedings
@inproceedings{karl1999optimizing,
  title={Optimizing data locality for SCI-based PC-clusters with the SMiLE monitoring approach},
  author={Karl, Wolfgang and Leberecht, Markus and Schulz, Martin},
  booktitle={1999 International Conference on Parallel Architectures and Compilation Techniques (Cat. No. PR00425)},
  pages={169--176},
  year={1999},
  organization={IEEE}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.2. 2 Building Block 2: Software DSM Systems. 17.2. 3 Combining Both
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 293--293
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.2. 2 Building Block 2: Software DSM Systems. 17.2. 3 Combining Both},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={293--293},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.2. 4 Locality Issues and Caching
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 294--294
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.2. 4 Locality Issues and Caching},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={294--294},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.5 SPMD Programming Model on Top of SCI-VM. 17.5. 1 The Execution Model
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 299--299
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.5 SPMD Programming Model on Top of SCI-VM. 17.5. 1 The Execution Model},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={299--299},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.5. 2 Allocating Shared Memory. 17.5. 3 Synchronization
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 300--300
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.5. 2 Allocating Shared Memory. 17.5. 3 Synchronization},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={300--300},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.5. 4 Consistency Model
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 301--301
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.5. 4 Consistency Model},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={301--301},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.6 Experiments and Results. 17.6. 1 Experimental Setup. 17.6. 2 Results
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 302--303
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.6 Experiments and Results. 17.6. 1 Experimental Setup. 17.6. 2 Results},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={302--303},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.6. 3 Results for the Volume Rendering Code
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 304--304
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.6. 3 Results for the Volume Rendering Code},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={304--304},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.7 Using the SCI-VM for Transparent Multithreading. 17.7. 1 Transparent
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 305--305
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.7 Using the SCI-VM for Transparent Multithreading. 17.7. 1 Transparent},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={305--305},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.8 Related Work
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 307--307
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.8 Related Work},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={307--307},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.9 Conclusions and Future Work
Schulz, Martin • Lecture Notes in Computer Science • Vol. 1734 • pp. 308--312
Architecture Key: schulz1999part article
@article{schulz1999part,
  title={Part VI. Shared Memory Programming Models and Runtime Mechanisms-17. True Shared Memory Programming on SCI-based Clusters-17.9 Conclusions and Future Work},
  author={Schulz, Martin},
  journal={Lecture Notes in Computer Science},
  volume={1734},
  pages={308--312},
  year={1999},
  publisher={Berlin: Springer-Verlag, 1973-}
}
Running a spectral analysis code on top of SCI shared memory using the TreadMarks API
Schulz, Martin and V{ö}lk, Martin and Karl, Wolfgang and Munz, Frank and Ziegler, Sibylle • Proceedings of SCI-Europe • Vol. 99 • pp. 35--43
Architecture Key: schulz1999running inproceedings
@inproceedings{schulz1999running,
  title={Running a spectral analysis code on top of SCI shared memory using the TreadMarks API},
  author={Schulz, Martin and V{\"o}lk, Martin and Karl, Wolfgang and Munz, Frank and Ziegler, Sibylle},
  booktitle={Proceedings of SCI-Europe},
  volume={99},
  pages={35--43},
  year={1999},
  organization={Citeseer}
}
SCI-VM: A flexible base for transparent shared memory programming models on clusters of PCs
Schulz, Martin • International Parallel Processing Symposium • pp. 19--33
Architecture Key: schulz1999sci inproceedings
@inproceedings{schulz1999sci,
  title={SCI-VM: A flexible base for transparent shared memory programming models on clusters of PCs},
  author={Schulz, Martin},
  booktitle={International Parallel Processing Symposium},
  pages={19--33},
  year={1999},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Supporting shared memory and message passing on clusters of PCs with a SMiLE
Karl, Wolfgang and Leberecht, Markus and Schulz, Martin • International Workshop on Communication, Architecture, and Applications for Network-Based Parallel Computing • pp. 196--210
Programming Model Key: karl1999supporting inproceedings
@inproceedings{karl1999supporting,
  title={Supporting shared memory and message passing on clusters of PCs with a SMiLE},
  author={Karl, Wolfgang and Leberecht, Markus and Schulz, Martin},
  booktitle={International Workshop on Communication, Architecture, and Applications for Network-Based Parallel Computing},
  pages={196--210},
  year={1999},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
True shared memory programming on SCI-based clusters
Schulz, Martin • SCI: Scalable Coherent Interface: Architecture and Software for High-Performance Compute Clusters • pp. 291--311
Architecture Key: schulz1999true incollection
@incollection{schulz1999true,
  title={True shared memory programming on SCI-based clusters},
  author={Schulz, Martin},
  booktitle={SCI: Scalable Coherent Interface: Architecture and Software for High-Performance Compute Clusters},
  pages={291--311},
  year={1999},
  publisher={Springer Berlin Heidelberg Berlin, Heidelberg}
}
ESPRIT Project 23174| SISCI Deliverable D 4.1. 1 Report on Pthreads design and test suite on SCI/PC/NT cluster
Schulz, Martin
HPC Key: schulz1998esprit article
@article{schulz1998esprit,
  title={ESPRIT Project 23174| SISCI Deliverable D 4.1. 1 Report on Pthreads design and test suite on SCI/PC/NT cluster},
  author={Schulz, Martin},
  year={1998}
}
Extending NT virtual memory by SCI-based hardware DSM
Schulz, Martin and Hellwagner, Hermann • Proceedings of the USENIX Windows NT Symposium • pp. 169
Architecture Key: schulz1998extending inproceedings
@inproceedings{schulz1998extending,
  title={Extending NT virtual memory by SCI-based hardware DSM},
  author={Schulz, Martin and Hellwagner, Hermann},
  booktitle={Proceedings of the USENIX Windows NT Symposium},
  pages={169},
  year={1998}
}
From High-End VR to PC-based VRML Viewing: Supporting the Car Body Development Process by Adapted Virtual Environments
Schulz, Martin and Zimmermann, Edith and Reuding, Thomas and Ertl, Thomas • Proc. Computer Graphics and Imaging (CGIM) • Vol. 98 • pp. 231--234
Applications Key: schulz1998high article
@article{schulz1998high,
  title={From High-End VR to PC-based VRML Viewing: Supporting the Car Body Development Process by Adapted Virtual Environments},
  author={Schulz, Martin and Zimmermann, Edith and Reuding, Thomas and Ertl, Thomas},
  journal={Proc. Computer Graphics and Imaging (CGIM)},
  volume={98},
  pages={231--234},
  year={1998}
}
Global virtual memory based on SCI-DSM
Schulz, Martin and Hellwagner, Hermann • Citeseer
Architecture Key: schulz1998global book
@book{schulz1998global,
  title={Global virtual memory based on SCI-DSM},
  author={Schulz, Martin and Hellwagner, Hermann},
  year={1998},
  publisher={Citeseer}
}
SISCI-Pthreads SMP-like programming on an SCI-cluster
Schulz, Martin • International Conference on High-Performance Computing and Networking • pp. 566--575
HPC Key: schulz1998sisci inproceedings
@inproceedings{schulz1998sisci,
  title={SISCI-Pthreads SMP-like programming on an SCI-cluster},
  author={Schulz, Martin},
  booktitle={International Conference on High-Performance Computing and Networking},
  pages={566--575},
  year={1998},
  organization={Springer Berlin Heidelberg Berlin, Heidelberg}
}
Virtual Reality and the Link between Design and Engineering Analysis
Reuding, Thomas and Schulz, Martin • Virtual Environments’ 98: Proceedings of the Eurographics Workshop in Stuttgart, Germany, June 16--18, 1998 • pp. 262--269
Applications Key: reuding1998virtual inproceedings
@inproceedings{reuding1998virtual,
  title={Virtual Reality and the Link between Design and Engineering Analysis},
  author={Reuding, Thomas and Schulz, Martin},
  booktitle={Virtual Environments’ 98: Proceedings of the Eurographics Workshop in Stuttgart, Germany, June 16--18, 1998},
  pages={262--269},
  year={1998},
  organization={Springer Vienna Vienna}
}
Low-level SCI-API requirements for Pthreads
Schulz, Martin • working paper for the sisci project, Technische Universit at M unchen, LRR $\{$TUM
Applications Key: schulz1997low techreport
@techreport{schulz1997low,
  title={Low-level SCI-API requirements for Pthreads},
  author={Schulz, Martin},
  year={1997},
  institution={working paper for the sisci project, Technische Universit at M unchen, LRR $\{$TUM}
}
SISCI-Implementing a Standard Software Infrastructure on an SCI Cluster
Eberl, Michael and Hellwagner, Hermann and Schulz, Martin and Herland, Bjarne Geir • na
HPC Key: eberl1997sisci book
@book{eberl1997sisci,
  title={SISCI-Implementing a Standard Software Infrastructure on an SCI Cluster},
  author={Eberl, Michael and Hellwagner, Hermann and Schulz, Martin and Herland, Bjarne Geir},
  year={1997},
  publisher={na}
}
The use of a virtual environment for fe analysis of vehicle crash worthiness
Kuschfeldt, Sven and Schulz, Martin and Ertl, Thomas and Reuding, Thomas and Holzner, Michael • Proceedings of IEEE 1997 Annual International Symposium on Virtual Reality • pp. 209
Applications Key: kuschfeldt1997use inproceedings
@inproceedings{kuschfeldt1997use,
  title={The use of a virtual environment for fe analysis of vehicle crash worthiness},
  author={Kuschfeldt, Sven and Schulz, Martin and Ertl, Thomas and Reuding, Thomas and Holzner, Michael},
  booktitle={Proceedings of IEEE 1997 Annual International Symposium on Virtual Reality},
  pages={209},
  year={1997},
  organization={IEEE}
}
Advanced visualization of crashworthiness simulations using virtual reality techniques
Kuschfeldt, Sven and Schulz, Martin and Reuding, Thomas and Holzner, Michael and Ertl, Thomas and Kuschfeldt, Sven • Proceedings of the Conference on High Performance Computing in Automotive Design, Engineering, and Manufacturing, Paris • pp. 7--10
Applications Key: kuschfeldt1996advanced inproceedings
@inproceedings{kuschfeldt1996advanced,
  title={Advanced visualization of crashworthiness simulations using virtual reality techniques},
  author={Kuschfeldt, Sven and Schulz, Martin and Reuding, Thomas and Holzner, Michael and Ertl, Thomas and Kuschfeldt, Sven},
  booktitle={Proceedings of the Conference on High Performance Computing in Automotive Design, Engineering, and Manufacturing, Paris},
  pages={7--10},
  year={1996}
}
Flow visualization for multiblock multigrid simulations
Grosso, Roberto and Schulz, Martin and Kraheberger, Jan and Ertl, Thomas • Virtual Environments and Scientific Visualization’96: Proceedings of the Eurographics Workshops in Monte Carlo, Monaco, February 19--20, 1996, and in Prague, Czech Republic, April 23--25, 1996 • pp. 296--307
Applications Key: grosso1996flow inproceedings
@inproceedings{grosso1996flow,
  title={Flow visualization for multiblock multigrid simulations},
  author={Grosso, Roberto and Schulz, Martin and Kraheberger, Jan and Ertl, Thomas},
  booktitle={Virtual Environments and Scientific Visualization’96: Proceedings of the Eurographics Workshops in Monte Carlo, Monaco, February 19--20, 1996, and in Prague, Czech Republic, April 23--25, 1996},
  pages={296--307},
  year={1996},
  organization={Springer Vienna Vienna}
}
Isolation and identification of blood group antibodies from the urine in proteinuria
Gibb, B and Schulz, M and Ludwig, G and Giebelmann, R and Scheibe, E • Zeitschrift fur Arztliche Fortbildung • Vol. 60 • No. 3 • pp. 135--137
Applications Key: gibb1966isolation article
@article{gibb1966isolation,
  title={Isolation and identification of blood group antibodies from the urine in proteinuria},
  author={Gibb, B and Schulz, M and Ludwig, G and Giebelmann, R and Scheibe, E},
  journal={Zeitschrift fur Arztliche Fortbildung},
  volume={60},
  number={3},
  pages={135--137},
  year={1966}
}
Nachweis von Haptoglobinen und Isoagglutininen im Harn bei diabetischer Angiopathie: Ein Beitrag zur Frage der glomerul{ä}ren Filtration h{ö}hermolekularer Proteine
Gibb, B and Giebelmann, R and Martin, S and Martin, Friedelene and Schulz, M and Lippmann, HG • Diabetologia • Vol. 1 • No. 3 • pp. 219--227
Applications Key: gibb1966nachweis article
@article{gibb1966nachweis,
  title={Nachweis von Haptoglobinen und Isoagglutininen im Harn bei diabetischer Angiopathie: Ein Beitrag zur Frage der glomerul{\"a}ren Filtration h{\"o}hermolekularer Proteine},
  author={Gibb, B and Giebelmann, R and Martin, S and Martin, Friedelene and Schulz, M and Lippmann, HG},
  journal={Diabetologia},
  volume={1},
  number={3},
  pages={219--227},
  year={1966},
  publisher={Springer-Verlag Berlin/Heidelberg}
}
On the question of the glomerular permeation of high molecular weight proteins
Lippmann, HG and Martin, S and Schulz, M • Experientia • Vol. 21 • No. 11 • pp. 626--627
Applications Key: lippmann1965question article
@article{lippmann1965question,
  title={On the question of the glomerular permeation of high molecular weight proteins},
  author={Lippmann, HG and Martin, S and Schulz, M},
  journal={Experientia},
  volume={21},
  number={11},
  pages={626--627},
  year={1965}
}
Zur Frage der glomerul{ä}ren Permeation h{ö}hermolekularer Proteine
Lippmann, HG and Martin, S and Schulz, M • Experientia • Vol. 21 • No. 11 • pp. 626--627
Applications Key: lippmann1965frage article
@article{lippmann1965frage,
  title={Zur Frage der glomerul{\"a}ren Permeation h{\"o}hermolekularer Proteine},
  author={Lippmann, HG and Martin, S and Schulz, M},
  journal={Experientia},
  volume={21},
  number={11},
  pages={626--627},
  year={1965},
  publisher={Birkh{\"a}user-Verlag}
}
4 HIPS Workshop on High-Level Parallel Programming Models & Supportive Environments
Rasmussen, Craig and Eigenmann, Rudolf and M{ü}ller, Frank and Schulz, Martin and Kasahara, Hironori and Katz, Daniel S and Parker, Steve and Shende, Sameer
Applications Key: rasmussen4 article
@article{rasmussen4,
  title={4 HIPS Workshop on High-Level Parallel Programming Models \& Supportive Environments},
  author={Rasmussen, Craig and Eigenmann, Rudolf and M{\"u}ller, Frank and Schulz, Martin and Kasahara, Hironori and Katz, Daniel S and Parker, Steve and Shende, Sameer}
}
A Flexible Uncore Infrastructure for RISC-V Core Development
Jungmair, Michael and Schmidt, Tobias and Engelke, Alexis and Ettenhofer, Armin and Krayer, Felix and Lauer, Jonas and von Ehren, Malte and Schulz, Martin • Proceedings of CARRV2021
Applications Key: jungmairflexible article
@article{jungmairflexible,
  title={A Flexible Uncore Infrastructure for RISC-V Core Development},
  author={Jungmair, Michael and Schmidt, Tobias and Engelke, Alexis and Ettenhofer, Armin and Krayer, Felix and Lauer, Jonas and von Ehren, Malte and Schulz, Martin},
  booktitle="Proceedings of CARRV2021"
}
ASC ATDM Level 2 Milestone\# 5325: Asynchronous Many-Task Runtime System Analysis and Assessment for Next Generation Platforms
PI, Janine Bennett and PM, Robert Clay and Baker, Gavin and Gamell, Marc and Hollman, David and Knight, Samuel and Kolla, Hemanth and Sjaardema, Gregory and Slattengren, Nicole and Teranishi, Keita and others
Programming Model Key: piasc article
@article{piasc,
  title={ASC ATDM Level 2 Milestone\# 5325: Asynchronous Many-Task Runtime System Analysis and Assessment for Next Generation Platforms},
  author={PI, Janine Bennett and PM, Robert Clay and Baker, Gavin and Gamell, Marc and Hollman, David and Knight, Samuel and Kolla, Hemanth and Sjaardema, Gregory and Slattengren, Nicole and Teranishi, Keita and others}
}
Ashwini Nanda Vijay Narayanan Mario Nemirovsky Dimitris Nikolopoulos
Magoutis, Kostas and Manohar, Rajit and Marcuello, Pedro and Mart{\'\i}nez, Jos{é} F and Martonosi, Margaret and McKee, Sally and Mehra, Pankaj and Milito, Rodolfo and Molina, Carlos and Moreno, Jaime and others
Applications Key: magoutisashwini article
@article{magoutisashwini,
  title={Ashwini Nanda Vijay Narayanan Mario Nemirovsky Dimitris Nikolopoulos},
  author={Magoutis, Kostas and Manohar, Rajit and Marcuello, Pedro and Mart{\'\i}nez, Jos{\'e} F and Martonosi, Margaret and McKee, Sally and Mehra, Pankaj and Milito, Rodolfo and Molina, Carlos and Moreno, Jaime and others}
}
COM-HPC 2016
Chuvelev, Michael and Faraj, Daniel and Garzaran, Maria and Langer, Akhil and Musleh, Malek and Zheng, Gengbin and Afsahi, Ahmad and Almasi, George and Bhatele, Abhinav and Gropp, Bill and others
HPC Key: chuvelevhpc article
@article{chuvelevhpc,
  title={COM-HPC 2016},
  author={Chuvelev, Michael and Faraj, Daniel and Garzaran, Maria and Langer, Akhil and Musleh, Malek and Zheng, Gengbin and Afsahi, Ahmad and Almasi, George and Bhatele, Abhinav and Gropp, Bill and others}
}
de de Supinski, Martin Schulz, Matthias S. M{ü}ller, and Wolfgang E. Nagel. Intralayer Communication for Tree-Based Overlay Networks
Hilbrich, Tobias and Protze, Joachim and Bronis, R • Intl. Conf. on Parallel Processing • pp. 995--1003
Applications Key: hilbrichsupinski inproceedings
@inproceedings{hilbrichsupinski,
  title={de de Supinski, Martin Schulz, Matthias S. M{\"u}ller, and Wolfgang E. Nagel. Intralayer Communication for Tree-Based Overlay Networks},
  author={Hilbrich, Tobias and Protze, Joachim and Bronis, R},
  booktitle={Intl. Conf. on Parallel Processing},
  pages={995--1003}
}
de Supinski & Matthias S. M{ü}ller (2009): MUST: A Scalable Approach to Runtime Error Detection in MPI Programs
Hilbrich, Tobias and Schulz, Martin and Bronis, R • Matthias S. M{ü}ller, Michael M. Resch, Alexander Schulz & Wolfgang E. Nagel~…
Programming Model Key: hilbrichsupinski inproceedings
@inproceedings{hilbrichsupinski,
  title={de Supinski \& Matthias S. M{\"u}ller (2009): MUST: A Scalable Approach to Runtime Error Detection in MPI Programs},
  author={Hilbrich, Tobias and Schulz, Martin and Bronis, R},
  organization={Matthias S. M{\"u}ller, Michael M. Resch, Alexander Schulz \& Wolfgang E. Nagel~…}
}
de Supinski, and Daniel J. Quinlan. 2010." Transforming MPI source code based on communication patterns."
Preissl, Robert and Schulz, Martin and Kranzlm{ü}ller, Dieter and Bronis, R • Future Generation Computer Systems • pp. 147--154
Programming Model Key: preisslsupinski article
@article{preisslsupinski,
  title={de Supinski, and Daniel J. Quinlan. 2010." Transforming MPI source code based on communication patterns."},
  author={Preissl, Robert and Schulz, Martin and Kranzlm{\"u}ller, Dieter and Bronis, R},
  journal={Future Generation Computer Systems},
  pages={147--154}
}
Dynamic Program Phase Detection in Distributed Shared-Memory Multiprocessors
Bronis, Engin Ipek1 Jos{é} F Mart{\i}nez and McKee, R de Supinski2 Sally A and Schulz, Martin • Citeseer
Architecture Key: bronisdynamic article
@article{bronisdynamic,
  title={Dynamic Program Phase Detection in Distributed Shared-Memory Multiprocessors},
  author={Bronis, Engin Ipek1 Jos{\'e} F Mart{\i}nez and McKee, R de Supinski2 Sally A and Schulz, Martin},
  publisher={Citeseer}
}
Dynamic Resource Management in HPC systems using Dynamic Processes with PSets
Huber, Dominik and Gaddameedi, Keerthi and Neckel, Tobias and Bungartz, Hans-Joachim and Schulz, Martin and Richard, O and Schreiber, M and Iserte, S and Pe{ñ}a, AJ • url: https://api. semanticscholar. org/CorpusID • Vol. 281725332
HPC Key: huber281725332dynamic article
@article{huber281725332dynamic,
  title={Dynamic Resource Management in HPC systems using Dynamic Processes with PSets},
  author={Huber, Dominik and Gaddameedi, Keerthi and Neckel, Tobias and Bungartz, Hans-Joachim and Schulz, Martin and Richard, O and Schreiber, M and Iserte, S and Pe{\~n}a, AJ},
  journal={url: https://api. semanticscholar. org/CorpusID},
  volume={281725332}
}
ECP Milestone Report A Survey of MPI Usage in the US Exascale Computing Project WBS 2.3. 1.11 Open MPI for Exascale (OMPI-X)(formerly WBS 1.3. 1.13), Milestone STPM13-1/ST-PR-13-1000
Bernholdt, David E and Boehm, Swen and Bosilca, George and Venkata, Manjunath Gorentla and Grant, Ryan E and Naughton, Thomas and Pritchard, Howard P and Schulz, Martin and Vallee, Geoffroy R
Programming Model Key: bernholdtecp article
@article{bernholdtecp,
  title={ECP Milestone Report A Survey of MPI Usage in the US Exascale Computing Project WBS 2.3. 1.11 Open MPI for Exascale (OMPI-X)(formerly WBS 1.3. 1.13), Milestone STPM13-1/ST-PR-13-1000},
  author={Bernholdt, David E and Boehm, Swen and Bosilca, George and Venkata, Manjunath Gorentla and Grant, Ryan E and Naughton, Thomas and Pritchard, Howard P and Schulz, Martin and Vallee, Geoffroy R}
}
Evaluating a Novel Hybrid--DSM Framework in Real--World Scenarios Using Medical Imaging Applications
Schulz, Martin
Applications Key: schulzevaluating article
@article{schulzevaluating,
  title={Evaluating a Novel Hybrid--DSM Framework in Real--World Scenarios Using Medical Imaging Applications},
  author={Schulz, Martin}
}
Exploring Hardware Overprovisioning in Power-Constrained, High Performance Computing
Lowenthal, Tapasya Patki David and Rountree, Barry and Schulz, Martin and de Supinski, Bronis
Architecture Key: lowenthalexploring article
@article{lowenthalexploring,
  title={Exploring Hardware Overprovisioning in Power-Constrained, High Performance Computing},
  author={Lowenthal, Tapasya Patki David and Rountree, Barry and Schulz, Martin and de Supinski, Bronis}
}
Formal Analysis of MPI-Based Parallel Programs The goal is reliable parallel simulations, helping scientists understand nature, from how foams compress to how ribosomes construct proteins.
Gopalakrishnan, Ganesh and Kirby, Robert M and Siegel, Stephen and Thakur, Rajeev and Gropp, William and Lusk, Ewing and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg
Programming Model Key: gopalakrishnanformal article
@article{gopalakrishnanformal,
  title={Formal Analysis of MPI-Based Parallel Programs The goal is reliable parallel simulations, helping scientists understand nature, from how foams compress to how ribosomes construct proteins.},
  author={Gopalakrishnan, Ganesh and Kirby, Robert M and Siegel, Stephen and Thakur, Rajeev and Gropp, William and Lusk, Ewing and De Supinski, Bronis R and Schulz, Martin and Bronevetsky, Greg}
}
HPCC 2017
Vishnu, Abhinav and Afsahi, Ahmad and Lastovetsky, Alexey and Akoglu, Ali and Kobusinska, Anna and Danalis, Anthony and Pe{ñ}a, Antonio J and Srinivasan, Ashok and Aji, Ashwin and de Supinski, Bronis and others
Applications Key: vishnuhpcc article
@article{vishnuhpcc,
  title={HPCC 2017},
  author={Vishnu, Abhinav and Afsahi, Ahmad and Lastovetsky, Alexey and Akoglu, Ali and Kobusinska, Anna and Danalis, Anthony and Pe{\~n}a, Antonio J and Srinivasan, Ashok and Aji, Ashwin and de Supinski, Bronis and others}
}
IISWC-2011 Organizing Committee
Eeckhout, Lieven and John, Lizy and Kaeli, David and Chiou, Derek and Christie, David and Lilja, David and Mutlu, Onur and Shen, John Paul and Lee, Hsien-Hsin and Solihin, Yan and others
Applications Key: eeckhoutiiswc article
@article{eeckhoutiiswc,
  title={IISWC-2011 Organizing Committee},
  author={Eeckhout, Lieven and John, Lizy and Kaeli, David and Chiou, Derek and Christie, David and Lilja, David and Mutlu, Onur and Shen, John Paul and Lee, Hsien-Hsin and Solihin, Yan and others}
}
ISPASS 2025
Joshi, Ajay and Hankin, Alex and Asgari, Bahar and de Supinski, Bronis and Tan, Cheng and Zimmer, Christopher and Hughes, Clay and Kaeli, David and Gizopoulos, Dimitris and Zheng, Hao and others
Applications Key: joshiispass article
@article{joshiispass,
  title={ISPASS 2025},
  author={Joshi, Ajay and Hankin, Alex and Asgari, Bahar and de Supinski, Bronis and Tan, Cheng and Zimmer, Christopher and Hughes, Clay and Kaeli, David and Gizopoulos, Dimitris and Zheng, Hao and others}
}
Optimal Placement of Retry-Based Fault Recovery Annotations in HPC Applications
Laguna, Ignacio and Schulz, Martin and Keasler, Jeff and Richards, David and Belak, Jim
HPC Key: lagunaoptimal article
@article{lagunaoptimal,
  title={Optimal Placement of Retry-Based Fault Recovery Annotations in HPC Applications},
  author={Laguna, Ignacio and Schulz, Martin and Keasler, Jeff and Richards, David and Belak, Jim}
}
Optimizing Performance at Runtime Using Binary Rewriting
Engelke, Alexis and Hildenbrand, David and Schulz, Martin
Applications Key: engelkeoptimizing article
@article{engelkeoptimizing,
  title={Optimizing Performance at Runtime Using Binary Rewriting},
  author={Engelke, Alexis and Hildenbrand, David and Schulz, Martin}
}
others. 2015. Analyzing and mitigating the impact of manufacturing variability in power-constrained supercomputing
Inadomi, Yuichi and Patki, Tapasya and Inoue, Koji and Aoyagi, Mutsumi and Rountree, Barry and Schulz, Martin and Lowenthal, David and Wada, Yasutaka and Fukazawa, Keiichiro and Ueda, Masatsugu • Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. ACM • Vol. 78 • No. 10.1145 • pp. 2807591--2807638
HPC Key: inadomi78others inproceedings
@inproceedings{inadomi78others,
  title={others. 2015. Analyzing and mitigating the impact of manufacturing variability in power-constrained supercomputing},
  author={Inadomi, Yuichi and Patki, Tapasya and Inoue, Koji and Aoyagi, Mutsumi and Rountree, Barry and Schulz, Martin and Lowenthal, David and Wada, Yasutaka and Fukazawa, Keiichiro and Ueda, Masatsugu},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. ACM},
  volume={78},
  number={10.1145},
  pages={2807591--2807638}
}
Painless, Portable Large Scale Tool Daemon Launching
Ahn, Dong H and Arnold, Dorian C and de Supinski, Bronis R and Lee, Gregory L and Miller, Barton P and Schulz, Martin
Applications Key: ahnpainless article
@article{ahnpainless,
  title={Painless, Portable Large Scale Tool Daemon Launching},
  author={Ahn, Dong H and Arnold, Dorian C and de Supinski, Bronis R and Lee, Gregory L and Miller, Barton P and Schulz, Martin}
}
Parallel and Distributed System Architectures
Yang, Chang-Biau and Yang, Chu-Sing and Pan, Yi and Khan, Muhammad Khurram and Chen, Rong-Jian and Lai, Jui-Lin and Wu, Yu-Chi and Hsiao, Yu-Hung and Fu, Jung-Sheng and Yang, Chao-Tung and others
Architecture Key: yangparallel article
@article{yangparallel,
  title={Parallel and Distributed System Architectures},
  author={Yang, Chang-Biau and Yang, Chu-Sing and Pan, Yi and Khan, Muhammad Khurram and Chen, Rong-Jian and Lai, Jui-Lin and Wu, Yu-Chi and Hsiao, Yu-Hung and Fu, Jung-Sheng and Yang, Chao-Tung and others}
}
Performance Analysis and Visualization
Landge, Aaditya and Levine, Joshua A and Bremer, Peer-Timo and Schulz, Martin and Gamblin, Todd and Isaacs, Katherine E and Pascucci, Valerio
HPC Key: landgeperformance article
@article{landgeperformance,
  title={Performance Analysis and Visualization},
  author={Landge, Aaditya and Levine, Joshua A and Bremer, Peer-Timo and Schulz, Martin and Gamblin, Todd and Isaacs, Katherine E and Pascucci, Valerio}
}
Providing Order to Extreme Scale Debugging Chaos
Ahn, Dong H and de Supinski, Bronis R and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin and Arnold, Dorian C and LeGendre, Matt and Liblit, Ben and Miller, Barton P
Applications Key: ahnproviding article
@article{ahnproviding,
  title={Providing Order to Extreme Scale Debugging Chaos},
  author={Ahn, Dong H and de Supinski, Bronis R and Laguna, Ignacio and Lee, Gregory L and Schulz, Martin and Arnold, Dorian C and LeGendre, Matt and Liblit, Ben and Miller, Barton P}
}
Second International Workshop on Parallel Software Tools and Tool Infrastructures—PSTI 2011—
Karavanic, Karen L and Fuerlinger, Karl and Weidendorfer, Josef and Brutch, Tasneem and Becker, Daniel and Buchty, Rainer and de Supinski, Bronis and Chapman, Barbara and Estrade, Brett and Evans, Jeff and others
Applications Key: karavanicsecond article
@article{karavanicsecond,
  title={Second International Workshop on Parallel Software Tools and Tool Infrastructures—PSTI 2011—},
  author={Karavanic, Karen L and Fuerlinger, Karl and Weidendorfer, Josef and Brutch, Tasneem and Becker, Daniel and Buchty, Rainer and de Supinski, Bronis and Chapman, Barbara and Estrade, Brett and Evans, Jeff and others}
}
Section A: Performance Benchmarking and Optimization
Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier and Adinetz, Andrew V and Baumeister, Paul F and B{ö}ttiger, Hans and Hater, Thorsten and Maurer, Thilo and others
Applications Key: gahvarisection article
@article{gahvarisection,
  title={Section A: Performance Benchmarking and Optimization},
  author={Gahvari, Hormozd and Gropp, William and Jordan, Kirk E and Schulz, Martin and Yang, Ulrike Meier and Adinetz, Andrew V and Baumeister, Paul F and B{\"o}ttiger, Hans and Hater, Thorsten and Maurer, Thilo and others}
}
STAT: the Stack Trace Analysis Tool
Lee, Gregory L and Arnold, Dorian C and Ahn, Dong H and de Supinski, Bronis R and LeGendre, Matthew P and Miller, Barton P and Schulz, Martin
Applications Key: leestat article
@article{leestat,
  title={STAT: the Stack Trace Analysis Tool},
  author={Lee, Gregory L and Arnold, Dorian C and Ahn, Dong H and de Supinski, Bronis R and LeGendre, Matthew P and Miller, Barton P and Schulz, Martin}
}
The Workshop Chairs, Peer-Timo Bremer Lawrence Livermore National Laboratory Judit Gimenez Barcelona Supercomputing Center Joshua A. Levine University of Arizona
Schulz, Martin
HPC Key: schulzworkshop article
@article{schulzworkshop,
  title={The Workshop Chairs, Peer-Timo Bremer Lawrence Livermore National Laboratory Judit Gimenez Barcelona Supercomputing Center Joshua A. Levine University of Arizona},
  author={Schulz, Martin}
}
Towards the Munich Quantum Software Stack
Schulz, Martin and Schulz, Laura and Ruefenacht, Martin and Wille, Robert
Quantum Key: schulztowards article
@article{schulztowards,
  title={Towards the Munich Quantum Software Stack},
  author={Schulz, Martin and Schulz, Laura and Ruefenacht, Martin and Wille, Robert}
}
Werkzeuge fiur die effiziente parallele Programmierung von Cache-Architekturen Thomas Brandes, Helmut Schwamborn Institut fiur Algorithmen und Wissenschaftliches Rechnen (SCAI) Fraunhofer Gesellschaft (FhG)
Gerndt, Michael and iurgen Jeitner, J and Kereku, Edmond and Karl, Wolfgang and Schulz, Martin and Tao, Jie and Brunst, Holger and Nagel, Wolfgang and Neumann, Reinhard and Miuller-Pfefferkorn, Ralph and others
Architecture Key: gerndtwerkzeuge article
@article{gerndtwerkzeuge,
  title={Werkzeuge fiur die effiziente parallele Programmierung von Cache-Architekturen Thomas Brandes, Helmut Schwamborn Institut fiur Algorithmen und Wissenschaftliches Rechnen (SCAI) Fraunhofer Gesellschaft (FhG)},
  author={Gerndt, Michael and iurgen Jeitner, J and Kereku, Edmond and Karl, Wolfgang and Schulz, Martin and Tao, Jie and Brunst, Holger and Nagel, Wolfgang and Neumann, Reinhard and Miuller-Pfefferkorn, Ralph and others}
}
Xiaoling Wang Josef Weidendorfer
Acher, Georg and Ahmadinia, Ali and Blaszczyk, Andreas and Bobda, Christophe and Bringmann, Oliver and Butrylo, Boguslaw and Calidonna, Claudia and Cardoso, Jo{\~a}o and Czech, Zbigniew and Czornack, Jan-Thomas and others
Applications Key: acherxiaoling article
@article{acherxiaoling,
  title={Xiaoling Wang Josef Weidendorfer},
  author={Acher, Georg and Ahmadinia, Ali and Blaszczyk, Andreas and Bobda, Christophe and Bringmann, Oliver and Butrylo, Boguslaw and Calidonna, Claudia and Cardoso, Jo{\~a}o and Czech, Zbigniew and Czornack, Jan-Thomas and others}
}
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