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| Contribution to a book, Contribution to a conference proceedings Trümper, Lukas; Miller, Julian; Terboven, Christian; Müller, Matthias S. Automatic Mapping of Parallel Pattern-Based Algorithms on Heterogeneous Architectures In: Architecture of computing systems : 34th International Conference, ARCS 2021, virtual event, June 7-8, 2021, proceedings / Christian Hochberger, Lars Bauer, Thilo Pionteck (eds.) (2021), 53-67 [DOI: 10.1007/978-3-030-81682-7_4] |
| Bachelor Thesis Porsil, Marvin; Klinkenberg, Jannis Evaluating locality-aware extensions for task migration in distributed memory (2021) [DOI: 10.18154/RWTH-2021-09161] |
| Contribution to a book, Contribution to a conference proceedings Yu, Lechen; Protze, Joachim; Hernandez, Oscar; Sarkar, Vivek ARBALEST : Dynamic Detection of Data Mapping Issues in Heterogeneous OpenMP Applications In: 2021 IEEE 35th International Parallel and Distributed Processing Symposium : 17-21 May 2021, virtual event / publisher: IEEE (2021), 464-474 [DOI: 10.1109/IPDPS49936.2021.00055] |
| Journal Article Cramer, Tim; Kosmynin, Boris; Moll, Simon; Römmer, Manoel; Focht, Erich; Müller, Matthias S. Evaluating the Performance of OpenMP Offloading on the NEC SX-Aurora TSUBASA Vector Engine In: Supercomputing frontiers and innovations, 8 (2021), 2, 59-64 [DOI: 10.14529/jsfi210204] |
| Bachelor Thesis Hoffbauer, Tilman Evaluation of various machine learning approaches to predicting enzyme mutation data (2021) [DOI: 10.18154/RWTH-2021-08460] |
| Book, Dissertation / PhD Thesis Protze, Joachim Modular techniques and interfaces for data race detection in multi-paradigm parallel programming (2021) [DOI: 10.18154/RWTH-2021-07909] |
| Contribution to a book, Journal Article Miller, Julian; Trümper, Lukas; Terboven, Christian; Müller, Matthias S. A Theoretical Model for Global Optimization of Parallel Algorithms In: Mathematics : open access journal, 9 (2021), 14, 1685 [DOI: 10.3390/math9141685] |
| Bachelor Thesis Wahle, Jonas Identification and evaluation of heuristic optimization strategies for handling of read accesses in data race detection (2021) |
| Bachelor Thesis Hoffmann, Simon; Schwitanski, Simon Evaluation of data-centric workloads on the RWTH supercomputer CLAIX (2021) |
| Book, Proceedings Bhalachandra, Sridutt (Editor); Wienke, Sandra Juliane (Editor); Chandrasekaran, Sunita (Editor); Juckeland, Guido (Editor) Accelerator programming using directives : 7th International Workshop, WACCPD 2020, Virtual Event, November 20, 2020, Proceedings In: Lecture notes in computer science 12655, Programming and software engineering (2021) [DOI: 10.1007/978-3-030-74224-9] |
| Journal Article Wassermann, Christian; Müller, Florian; Dey, Thomas; Lambertus, Janko; Schug, David; Schulz, Volkmar Adolf; Miller, Julian High throughput software-based gradient tree boosting positioning for PET systems In: Biomedical physics & engineering express, 7 (2021), 5, 055023 [DOI: 10.1088/2057-1976/ac11c0] |
| Contribution to a book, Contribution to a conference proceedings Yu, Lechen; Protze, Joachim; Hernandez, Oscar; Sarkar, Vivek A Study of Memory Anomalies in OpenMP Applications In: OpenMP: portable multi-Level parallelism on modern systems : 16th International Workshop on OpenMP, IWOMP 2020, Austin, TX, USA, September 22-24, 2020 : proceedings / Kent Milfeld, Bronis R. de Supinski, Lars Koesterke, Jannis Klinkenberg (eds.) (2020), 328-342 [DOI: 10.1007/978-3-030-58144-2_21] |
| Contribution to a book, Contribution to a conference proceedings Protze, Joachim; Hermanns, Marc-André; Demiralp, Ali C.; Müller, Matthias S.; Kuhlen, Torsten MPI Detach - Asynchronous Local Completion In: 27th European MPI Users\' Group Meeting (2020), 71-80 [DOI: 10.1145/3416315.3416323] |
| Contribution to a book, Contribution to a conference proceedings Hueck, Alexander; Protze, Joachim; Lehr, Jan-Patrick; Terboven, Christian; Bischof, Christian; Müller, Matthias S. Towards compiler-aided correctness checking of adjoint MPI applications In: Proceedings of Correctness 2020: Fouth Ieee/acm International Workshop on Software Correctness for Hpc Applications (2020), 40-48 [DOI: 10.1109/Correctness51934.2020.00010] |
| Contribution to a book, Contribution to a conference proceedings Bogusz, Martin; Samfass, Philipp; Poppl, Alexander; Klinkenberg, Jannis; Bader, Michael Evaluation of Multiple HPC Parallelization Frameworks in a Shallow Water Proxy Application with Multi-Rate Local Time Stepping In: Proceedings of PAW-ATM 2020: the 3rd Annual Parallel Applications Workshop, Alternatives to MPI+X : held in conjunction with SC20: the International Conference for High Performance Computing, Networking, Storage and Analysis : virtual conference, November 9-19, 2020 / IEEE Computer Society, TCHPC, ACM, SIGHPC ; workshop chair: Karla Morris (Sandia National Laboratories, USA) (2020), 27-39 [DOI: 10.1109/PAWATM51920.2020.00008] |
| Proceedings Kuhlen, Torsten (Editor); Nguyen, Huyen (Editor); Duval, Thierry (Editor); Trescak, Tomas (Editor) Special Section on the 25th ACM Symposium on Virtual Reality Software and Technology 2019 In: Computers & graphics (2020), A6-49 |
| Contribution to a book, Contribution to a conference proceedings Orland, Fabian; Terboven, Christian A Case Study on Addressing Complex Load Imbalance in OpenMP In: OpenMP: portable multi-Level parallelism on modern systems : 16th International Workshop on OpenMP, IWOMP 2020, Austin, TX, USA, September 22-24, 2020 : proceedings / Kent Milfeld, Bronis R. de Supinski, Lars Koesterke, Jannis Klinkenberg (eds.) (2020), 130-145 [DOI: 10.1007/978-3-030-58144-2_9] |
| Contribution to a book, Contribution to a conference proceedings Wang, Bo; Terboven, Christian; Müller, Matthias S. Dynamic Runtime and Energy Optimization for Power-Capped HPC Applications In: Parallel Computing : Technology Trends / Edited by Ian Foster, Gerhard R. Joubert, Luděk Kučera, Wolfgang E. Nagel and Frans Peters (2020), 441-452 [DOI: 10.3233/APC200070] |
| Book, Proceedings Milfeld, Kent (Editor); de Supinski, Bronis R. (Editor); Koesterke, Lars (Editor); Klinkenberg, Jannis (Editor) OpenMP: portable multi-Level parallelism on modern systems : 16th International Workshop on OpenMP, IWOMP 2020, Austin, TX, USA, September 22-24, 2020 : proceedings In: Lecture notes in computer science 12295, Programming and Software Engineering (2020) [DOI: 10.1007/978-3-030-58144-2] |
| Journal Article Schmitt, Robert H.; Anthofer, Verena; Auer, Sören; Baskaya, Sait; Bischof, Christian; Bronger, Torsten; Claus, Florian; Cordes, Florian; Demandt, Evariste Immanuel; Eifert, Thomas; Flemisch, Bernd; Fuchs, Matthias; Fuhrmans, Marc; Gerike, Regine; Gerstner, Eva-Maria; Hanke, Vanessa; Heine, Ina; Huebser, Louis; Iglezakis, Dorothea; Jagusch, Gerald; Klinger, Axel; Krafczyk, Manfred; Kraft, Angelina; Kuckertz, Patrick; Küsters, Ulrike; Lachmayer, Roland; Langenbach, Christian; Mozgova, Iryna; Müller, Matthias S.; Nestler, Britta; Pelz, Peter; Politze, Marius; Preuß, Nils; Przybylski-Freund, Marie-Dominique; Rißler-Pipka, Nanette; Robinius, Martin; Schachtner, Joachim; Schlenz, Hartmut; Schwarz, Annett; Schwibs, Jürgen; Selzer, Michael; Sens, Irina; Stäcker, Thomas; Stemmer, Christian; Stille, Wolfgang; Stolten, Detlef; Stotzka, Rainer; Streit, Achim; Strötgen, Robert; Wang, Wei Min NFDI4Ing - the National Research Data Infrastructure for Engineering Sciences In: Zenodo : research shared, 2020 (2020), 1-116 [DOI: 10.5281/ZENODO.4015201] |
| Master Thesis Hahnfeld, Jonas A workflow for analyzing the effect of compiler optimizations on HPC applications (2020) [DOI: 10.18154/RWTH-2020-09431] |
| Master Thesis Trümper, Lukas Global optimization of parallel pattern-based algorithms for heterogeneous architectures (2020) [DOI: 10.18154/RWTH-2020-09413] |
| Book, Proceedings Wienke, Sandra Juliane (Editor); Bhalachandra, Sridutt (Editor) Accelerator Programming Using Directives : 6th International Workshop, WACCPD 2019, Denver, CO, USA, November 18, 2019, Revised Selected Papers In: Lecture notes in computer science 12017 (2020) [DOI: 10.1007/978-3-030-49943-3] |
| Journal Article Terboven, Christian; Miller, Julian; Wienke, Sandra Juliane; Müller, Matthias S. Self-paced Learning in HPC Lab Courses In: The Journal of Computational Science Education (JOCSE), 11 (2020), 1, 61-67 [DOI: 10.22369/issn.2153-4136/11/1/10] |
| Contribution to a book, Contribution to a conference proceedings Schmitz, Adrian; Protze, Joachim; Yu, Lechen; Schwitanski, Simon; Müller, Matthias S. DataRaceOnAccelerator - A Micro-benchmark Suite for Evaluating Correctness Tools Targeting Accelerators In: Euro-Par 2019: parallel processing workshops : Euro-Par 2019 international workshops, Göttingen, Germany, August 26-30, 2019 : revised selected papers / Ulrich Schwardmann, Christian Boehme, Dora B. Heras et al. (eds.) (2020), 245-257 [DOI: 10.1007/978-3-030-48340-1_19] |
| Contribution to a book Protze, Joachim; Tsuji, Miwako; Terboven, Christian; Dufaud, Thomas; Murai, Hitoshi; Petiton, Serge; Emad, Nahid; Müller, Matthias S.; Boku, Taisuke MYX: Runtime Correctness Analysis for Multi-Level Parallel Programming Paradigms In: Software for Exascale Computing - SPPEXA 2016-2019 / edited by Hans-Joachim Bungartz, Severin Reiz, Benjamin Uekermann, Philipp Neumann, Wolfgang E. Nagel (2020), 545-567 [DOI: 10.1007/978-3-030-47956-5_18] |
| Bachelor Thesis Brändle, Henrik Asynchronous communication for energy optimization of an HPC cluster (2020) |
| Contribution to a conference proceedings, Journal Article (Editorial) Kuhlen, Torsten; Nguyen, Huyen; Duval, Thierry; Trescak, Tomas Foreword to the Special Section on the 25th Symposium on Virtual Reality Software and Technology In: Computers & graphics, 89 (2020), A6-A7 [DOI: 10.1016/j.cag.2020.05.001] |
| Contribution to a book, Contribution to a conference proceedings Cramer, Tim; Römmer, Manoel; Kosmynin, Boris; Focht, Erich; Müller, Matthias S. OpenMP Target Device Offloading for the SX-Aurora TSUBASA Vector Engine In: Parallel Processing and Applied Mathematics : 13th International Conference, PPAM 2019, Bialystok, Poland, September 8-11, 2019, Revised Selected Papers, Part I / edited by Roman Wyrzykowski, Ewa Deelman, Jack Dongarra, Konrad Karczewski (2020), 237-249 [DOI: 10.1007/978-3-030-43229-4_21] |
| Contribution to a book, Contribution to a conference proceedings Klinkenberg, Jannis; Samfass, Philipp; Bader, Michael; Terboven, Christian; Müller, Matthias S. Reactive Task Migration for Hybrid MPI+OpenMP Applications In: Parallel processing and applied mathematics / Roman Wyrzykowski, Ewa Deelman, Jack Dongarra, Konrad Karczewski (eds.). - Part 2 (2020), 59-71 [DOI: 10.1007/978-3-030-43222-5_6] |
| Bachelor Thesis Thärigen, Isabel Identification of characteristic performance behavior in data race detection (2020) [DOI: 10.18154/RWTH-2020-03219] |
| Journal Article Klinkenberg, Jannis; Samfass, Philipp; Bader, Michael; Terboven, Christian; Müller, Matthias S. CHAMELEON: Reactive Load Balancing for Hybrid MPI+OpenMP Task-Parallel Applications In: Journal of parallel and distributed computing, 138 (2019), 55-64 [DOI: 10.1016/j.jpdc.2019.12.005] |
| Contribution to a book, Contribution to a conference proceedings Wang, Bo; Klinkenberg, Jannis; Ellsworth, Daniel; Terboven, Christian; Müller, Matthias S. Performance Prediction for Power-Capped Applications based on Machine Learning Algorithms In: 2019 International Conference on High Performance Computing & Simulation (HPCS) (2019), 842-849 [DOI: 10.1109/HPCS48598.2019.9188144] |
| Poster Miller, Julian; Trümper, Lukas; Terboven, Christian; Müller, Matthias S. Efficiency of Algorithmic Structures In: International Conference for High Performance Computing, Networking, Storage and Analysis Denver 2019-11-17 - 2019-11-22 (2019) |
| Contribution to a book, Contribution to a conference proceedings Miller, Julian; Arenaz, Manuel Measuring the Impact of HPC Training In: 2019 IEEE/ACM Workshop on Education for High-Performance Computing (EduHPC) : [Proceedings] (2019), 58-67 [DOI: 10.1109/EduHPC49559.2019.00013] |
| Contribution to a book, Contribution to a conference proceedings Schrödter, Tobias; Pallasch, David; Wienke, Sandra Juliane; Schmitt, Robert H.; Müller, Matthias S. Modeling and Optimizing Data Transfer in GPU-Accelerated Optical Coherence Tomography In: Euro-Par 2018: Parallel Processing Workshops : Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018 : revised selected papers / Gabriele Mencagli, Dora B. Heras et al. (eds.) (2018), 421-433 [DOI: 10.1007/978-3-030-10549-5_33] |
| Contribution to a book, Contribution to a conference proceedings Feld, Christian; Convent, Simon; Hermanns, Marc-André; Protze, Joachim; Geimer, Markus; Mohr, Bernd Score-P and OMPT : Navigating the Perils of Callback-Driven Parallel Runtime Introspection In: OpenMP: conquering the full hardware spectrum : 15th International Workshop on OpenMP, IWOMP 2019, Auckland, New Zealand, September 11-13, 2019 : proceedings / Xing Fan, Bronis R. de Supinski, Oliver Sinnen, Nasser Giacaman, eds (2019), 21-35 [DOI: 10.1007/978-3-030-28596-8_2] |
| Contribution to a book, Contribution to a conference proceedings Protze, Joachim; Cramer, Tim; Convent, Simon; Müller, Matthias S. OMPT-Multiplex : Nesting of OMPT Tools In: Tools for High Performance Computing 2017 : Proceedings of the 11th International Workshop on Parallel Tools for High Performance Computing, September 2017, Dresden, Germany / edited by Christoph Niethammer, Michael M. Resch, Wolfgang E. Nagel, Holger Brunst, Hartmut Mix (2019), 73-83 [DOI: 10.1007/978-3-030-11987-4_5] |
| Journal Article Claus, Florian; Kirchmeyer, Sebastian; Müller, Matthias S.; Richtering, Walter Das INF-Projekt im SFB 985 Funktionelle Mikrogele und Mikrogelsysteme In: Bausteine Forschungsdatenmanagement, 2019 (2019), 2, 104-111 [DOI: 10.17192/bfdm.2019.2.8097] |
| Book, Dissertation / PhD Thesis Politze, Marius A reference architecture and implementation enabling data protection in distributed elearning and escience processes In: Ergebnisse aus der Informatik 10 (2019) [DOI: 10.18154/RWTH-2019-11476] |
| Book, Proceedings Chandrasekaran, Sunita (Editor); Juckeland, Guido (Editor); Wienke, Sandra Juliane (Editor) Accelerator Programming Using Directives : 5th International Workshop, WACCPD 2018, Dallas, TX, USA, November 11-17, 2018 : Proceedings In: Lecture notes in computer science 11381 (2019) [DOI: 10.1007/978-3-030-12274-4] |
| Bachelor Thesis Hanneken, Lukas Investigation of Node-Level Performance Variation on the CLAIX2016 and CLAIX2018 Cluster of the RWTH Aachen University (2019) [DOI: 10.18154/RWTH-2019-09153] |
| Master Thesis Convent, Simon Investigating Scheduling and Load Balancing Characteristics of Task-based Programming Models for Hybrid HPC Applications (2019) [DOI: 10.18154/RWTH-2019-09023] |
| Contribution to a conference proceedings, Journal Article Sato, Kento; Laguna, Ignacio; Lee, Gregory L.; Schulz, Martin; Chambreau, Christopher M.; Atzeni, Simone; Bentley, Michael; Gopalakrishnan, Ganesh; Rakamaric, Zvonimir; Sawaya, Geof; Protze, Joachim; Ahn, Dong H. Pruners : Providing reproducibility for uncovering non-deterministic errors in runs on supercomputers In: The international journal of high performance computing applications, 33 (2019), 5, 777-783 [DOI: 10.1177/1094342019834621] |
| Contribution to a book, Journal Article Göbgen, Kai C.; Fries, Kai S.; Gladisch, Fabian C.; Dronskowski, Richard; Steinberg, Simon Revealing the Nature of Chemical Bonding in an ALn2Ag3Te5-Type Alkaline-Metal (A) Lanthanide (Ln) Silver Telluride In: Inorganics, 7 (2019), 6, 70 [DOI: 10.3390/inorganics7060070] |
| Contribution to a book, Journal Article Sewall, Jason; Pennycook, S. John; Duran, Alejandro; Terboven, Christian; Tian, Xinmin; Narayanaswamy, Ravi Developments in Memory Management in OpenMP In: International journal of high performance computing and networking, 13 (2018), 1, 70-85 [DOI: 10.1504/IJHPCN.2019.097052] |
| Contribution to a conference proceedings Protze, Joachim; Schulz, Martin; Ahn, Dong H.; Müller, Matthias S. Thread-local concurrency: a technique to handle data race detection at programming model abstraction In: [27th International Symposium, 2018-06-11 - 2018-06-15, Tempe, Arizona] (2018), 144-155 [DOI: 10.1145/3208040.3208056] |
| Contribution to a book, Contribution to a conference proceedings Schlebusch, Fabian; Müller, Yannik; Wienke, Sandra Juliane; Miller, Julian; Müller, Matthias S. PInT: Pattern Instrumentation Tool for Analyzing and Classifying HPC Applications In: Proceedings of LLVM-HPC 2018: 5th Workshop on the LLVM Compiler Infrastructure in HPC : held in conjunction with SC18: the International Conference for High Performance Computing, Networking, Storage and Analysis : Dallas, Texas, November 11-16, 2018 / IEEE Computer Society, TCHPC, ACM, SIGHPC (2018), 71-80 [DOI: 10.1109/LLVM-HPC.2018.8639275] |
| Contribution to a book, Contribution to a conference proceedings Huck, Alexander; Lehr, Jan-Patrick; Kreutzer, Sebastian; Protze, Joachim; Terboven, Christian; Bischof, Christian; Müller, Matthias S. Compiler-aided Type Tracking for Correctness Checking of MPI Applications In: Proceedings of Correctness 2018: 2nd International Workshop on Software Correctness for HPC Applications : held in conjunction with SC18: the International Conference for High Performance Computing, Networking, Storage and Analysis : Dallas, Texas, November 11-16, 2018 / IEEE Computer Society, TCHPC, ACM, SIGHPC ; Correctness 2018 workshop organizers: Ignacio Laguna (Lawrence Livermore National Laboratory), Cindy Rubio-González (University of California, Davis) (2018), 51-58 [DOI: 10.1109/Correctness.2018.00011] |
| Bachelor Thesis Raimbault, Viktor Extension and Evaluation of Task-to-Data Affinity in OpenMP (2018) |