[Bachelor Thesis]
Evaluation of various machine learning approaches to predicting enzyme mutation data, 2021

Hoffbauer, Tilman

[Journal Article]
A Theoretical Model for Global Optimization of Parallel Algorithms
In: Mathematics, 9 (14), 1685, 2021
[DOI: 10.3390/math9141685]

Miller, Julian (Corresponding author)
Trümper, Lukas
Terboven, Christian
Müller, Matthias S.

[Bachelor Thesis]
Identification and evaluation of heuristic optimization strategies for handling of read accesses in data race detection, 2021

Wahle, Jonas

[Book, Proceedings]
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]

Bhalachandra, Sridutt (Editor)
Wienke, Sandra Juliane (Editor)
Chandrasekaran, Sunita (Editor)
Juckeland, Guido (Editor)

[Contribution to a book, Contribution to a conference proceedings]
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, 40-48, 2020
[DOI: 10.1109/Correctness51934.2020.00010]

Hueck, Alexander
Protze, Joachim
Lehr, Jan-Patrick
Terboven, Christian
Bischof, Christian
Müller, Matthias S.

[Contribution to a book, Contribution to a conference proceedings]
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), 27-39, 2020
[DOI: 10.1109/PAWATM51920.2020.00008]

Bogusz, Martin (Corresponding author)
Samfass, Philipp
Poppl, Alexander
Klinkenberg, Jannis
Bader, Michael

[Proceedings]
Special Section on the 25th ACM Symposium on Virtual Reality Software and Technology 2019
In: Computers & graphics, A6-49, 2020

Kuhlen, Torsten (Editor)
Nguyen, Huyen (Editor)
Duval, Thierry (Editor)
Trescak, Tomas (Editor)

[Contribution to a book, Contribution to a conference proceedings]
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.), 130-145, 2020
[DOI: 10.1007/978-3-030-58144-2_9]

Orland, Fabian (Corresponding author)
Terboven, Christian

[Contribution to a book, Contribution to a conference proceedings]
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, 441-452, 2020
[DOI: 10.3233/APC200070]

Wang, Bo (Corresponding author)
Terboven, Christian
Müller, Matthias S.

[Book, Proceedings]
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]

Milfeld, Kent (Editor)
de Supinski, Bronis R. (Editor)
Koesterke, Lars (Editor)
Klinkenberg, Jannis (Editor)

[Journal Article]
NFDI4Ing : the National Research Data Infrastructure for Engineering Sciences
In: Zenodo : research shared, 2020, 1-116, 2020
[DOI: 10.5281/ZENODO.4015201]

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

[Master Thesis]
A workflow for analyzing the effect of compiler optimizations on HPC applications, 2020
[DOI: 10.18154/RWTH-2020-09431]

Hahnfeld, Jonas

[Master Thesis]
Global optimization of parallel pattern-based algorithms for heterogeneous architectures, 2020
[DOI: 10.18154/RWTH-2020-09413]

Trümper, Lukas

[Book, Proceedings]
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]

Wienke, Sandra Juliane (Editor)
Bhalachandra, Sridutt (Editor)

[Contribution to a book, Contribution to a conference proceedings]
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.), 245-257, 2020
[DOI: 10.1007/978-3-030-48340-1_19]

Schmitz, Adrian
Protze, Joachim
Yu, Lechen
Schwitanski, Simon
Müller, Matthias S.

[Contribution to a book]
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, 545-567, 2020
[DOI: 10.1007/978-3-030-47956-5_18]

Protze, Joachim
Tsuji, Miwako
Terboven, Christian
Dufaud, Thomas
Murai, Hitoshi
Petiton, Serge
Emad, Nahid
Müller, Matthias S.
Boku, Taisuke

[Bachelor Thesis]
Asynchronous communication for energy optimization of an HPC cluster, 2020

Brändle, Henrik

[Contribution to a conference proceedings, Journal Article]
Foreword to the Special Section on the 25th Symposium on Virtual Reality Software and Technology
In: Computers & graphics, 89, A6-A7, 2020
[DOI: 10.1016/j.cag.2020.05.001]

Kuhlen, Torsten
Nguyen, Huyen
Duval, Thierry
Trescak, Tomas

[Contribution to a book, Contribution to a conference proceedings]
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, 237-249, 2020
[DOI: 10.1007/978-3-030-43229-4_21]

Cramer, Tim (Corresponding author)
Römmer, Manoel
Kosmynin, Boris
Focht, Erich
Müller, Matthias S.

[Contribution to a book, Contribution to a conference proceedings]
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, 59-71, 2020
[DOI: 10.1007/978-3-030-43222-5_6]

Klinkenberg, Jannis
Samfass, Philipp
Bader, Michael
Terboven, Christian
Müller, Matthias S.

[Bachelor Thesis]
Identification of characteristic performance behavior in data race detection, 2020
[DOI: 10.18154/RWTH-2020-03219]

Thärigen, Isabel

[Journal Article]
CHAMELEON: Reactive Load Balancing for Hybrid MPI+OpenMP Task-Parallel Applications
In: Journal of parallel and distributed computing, 138, 55-64, 2019
[DOI: 10.1016/j.jpdc.2019.12.005]

Klinkenberg, Jannis (Corresponding author)
Samfass, Philipp (Corresponding author)
Bader, Michael (Corresponding author)
Terboven, Christian (Corresponding author)
Müller, Matthias S. (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Performance Prediction for Power-Capped Applications based on Machine Learning Algorithms
In: 2019 International Conference on High Performance Computing & Simulation (HPCS), 842-849, 2019
[DOI: 10.1109/HPCS48598.2019.9188144]

Wang, Bo
Klinkenberg, Jannis
Ellsworth, Daniel
Terboven, Christian
Müller, Matthias S.

[Journal Article]
Self-paced Learning in HPC Lab Courses
In: The Journal of Computational Science Education (JOCSE), 11 (1), 61-67, 2019
[DOI: 10.22369/issn.2153-4136/11/1/10]

Terboven, Christian (Corresponding author)
Miller, Julian
Wienke, Sandra Juliane
Müller, Matthias S.

[Poster]
Efficiency of Algorithmic Structures
In: SC'19: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis Denver 2019-11-17 - 2019-11-22, 2019

Miller, Julian
Trümper, Lukas
Terboven, Christian
Müller, Matthias S.

[Contribution to a book, Contribution to a conference proceedings]
Measuring the Impact of HPC Training
In: 2019 IEEE/ACM Workshop on Education for High-Performance Computing (EduHPC) : [Proceedings], 58-67, 2019
[DOI: 10.1109/EduHPC49559.2019.00013]

Miller, Julian (Corresponding author)
Arenaz, Manuel (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
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.), 421-433, 2018
[DOI: 10.1007/978-3-030-10549-5_33]

Schrödter, Tobias (Corresponding author)
Pallasch, David
Wienke, Sandra Juliane
Schmitt, Robert H.
Müller, Matthias S.

[Contribution to a book, Contribution to a conference proceedings]
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, 21-35, 2019
[DOI: 10.1007/978-3-030-28596-8_2]

Feld, Christian (Corresponding author)
Convent, Simon
Hermanns, Marc-André
Protze, Joachim (Corresponding author)
Geimer, Markus
Mohr, Bernd

[Contribution to a book, Contribution to a conference proceedings]
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, 73-83, 2019
[DOI: 10.1007/978-3-030-11987-4_5]

Protze, Joachim (Corresponding author)
Cramer, Tim
Convent, Simon
Müller, Matthias S.

[Journal Article]
Das INF-Projekt im SFB 985 Funktionelle Mikrogele und Mikrogelsysteme
In: Bausteine Forschungsdatenmanagement, 2019 (2), 104-111, 2019
[DOI: 10.17192/bfdm.2019.2.8097]

Claus, Florian (Corresponding author)
Kirchmeyer, Sebastian
Müller, Matthias S.
Richtering, Walter

[Book, Dissertation / PhD Thesis]
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]

Politze, Marius

[Book, Proceedings]
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]

Chandrasekaran, Sunita (Editor)
Juckeland, Guido (Editor)
Wienke, Sandra Juliane (Editor)

[Bachelor Thesis]
Investigation of Node-Level Performance Variation on the CLAIX2016 and CLAIX2018 Cluster of the RWTH Aachen University, 2019
[DOI: 10.18154/RWTH-2019-09153]

Hanneken, Lukas

[Master Thesis]
Investigating Scheduling and Load Balancing Characteristics of Task-based Programming Models for Hybrid HPC Applications, 2019
[DOI: 10.18154/RWTH-2019-09023]

Convent, Simon

[Contribution to a conference proceedings, Journal Article]
Pruners : Providing reproducibility for uncovering non-deterministic errors in runs on supercomputers
In: The international journal of high performance computing applications, 33 (5), 777-783, 2019
[DOI: 10.1177/1094342019834621]

Sato, Kento (Corresponding author)
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.

[Contribution to a book, Journal Article]
Revealing the Nature of Chemical Bonding in an ALn2Ag3Te5-Type Alkaline-Metal (A) Lanthanide (Ln) Silver Telluride
In: Inorganics, 7 (6), 70, 2019
[DOI: 10.3390/inorganics7060070]

Göbgen, Kai C.
Fries, Kai S.
Gladisch, Fabian C.
Dronskowski, Richard
Steinberg, Simon (Corresponding author)

[Contribution to a book, Journal Article]
Developments in Memory Management in OpenMP
In: International journal of high performance computing and networking, 13 (1), 70-85, 2018
[DOI: 10.1504/IJHPCN.2019.097052]

Sewall, Jason (Corresponding author)
Pennycook, S. John (Corresponding author)
Duran, Alejandro (Corresponding author)
Terboven, Christian (Corresponding author)
Tian, Xinmin (Corresponding author)
Narayanaswamy, Ravi (Corresponding author)

[Contribution to a conference proceedings]
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], 144-155, 2018
[DOI: 10.1145/3208040.3208056]

Protze, Joachim (Corresponding author)
Schulz, Martin (Corresponding author)
Ahn, Dong H. (Corresponding author)
Müller, Matthias S. (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
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, 71-80, 2018
[DOI: 10.1109/LLVM-HPC.2018.8639275]

Schlebusch, Fabian (Corresponding author)
Müller, Yannik (Corresponding author)
Wienke, Sandra Juliane (Corresponding author)
Miller, Julian (Corresponding author)
Müller, Matthias S. (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
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), 51-58, 2018
[DOI: 10.1109/Correctness.2018.00011]

Huck, Alexander (Corresponding author)
Lehr, Jan-Patrick (Corresponding author)
Kreutzer, Sebastian (Corresponding author)
Protze, Joachim (Corresponding author)
Terboven, Christian (Corresponding author)
Bischof, Christian (Corresponding author)
Müller, Matthias S. (Corresponding author)

[Bachelor Thesis]
Extension and Evaluation of Task-to-Data Affinity in OpenMP, 2018

Raimbault, Viktor

[Contribution to a book, Contribution to a conference proceedings]
Hybrid MPI+OpenMP Reactive Work Stealing in Distributed Memory in the PDE Framework sam(oa)2
In: 2018 IEEE International Conference on Cluster Computing : 10-13 September 2018, Belfast, United Kingdom : proceedings / general co-chairs: Dimitrios Nikolopoulos (Queen’s University Belfast, UK), Bronis R de Supinski (Queen’s University Belfast), 337-347, 2018
[DOI: 10.1109/CLUSTER.2018.00051]

Samfass, Philipp (Corresponding author)
Klinkenberg, Jannis (Corresponding author)
Bader, Michael (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Performance Prediction under Power Capping
In: 2018 International Conference on High Performance Computing & Simulation : HPCS 2018 : 16-20 July 2018, Orléans, France : proceedings / HPCS 2018 ; editor: Waleed W. Smari ; associate editor: Khalid Zine-Dine ; in technical cooperation with the ACM, IEEE, IEEE - France Section, Université d’Orléans, Laboratoire d'Informatique Fondamentale d'Orléans (LIFO) [und 12 weiteren], 308-313, 2018
[DOI: 10.1109/HPCS.2018.00059]

Wang, Bo (Corresponding author)
Terboven, Christian (Corresponding author)
Müller, Matthias S. (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Assessing Task-to-Data Affinity in the LLVM OpenMP Runtime
In: Evolving OpenMP for Evolving Architectures : 14th International Workshop on OpenMP, IWOMP 2018, Barcelona, Spain, September 26-28, 2018, Proceedings / edited by Bronis R. de Supinski, Pedro Valero-Lara, Xavier Martorell, Sergi Mateo Bellido, Jesus Labarta, 236-251, 2018
[DOI: 10.1007/978-3-319-98521-3_16]

Klinkenberg, Jannis
Samfass, Philipp
Terboven, Christian
Duran, Alejandro
Klemm, Michael
Teruel, Xavier
Mateo, Sergi
Olivier, Stephen L. (Corresponding author)
Müller, Matthias S.

[Journal Article]
The Ongoing Evolution of OpenMP
In: Proceedings of the IEEE, 106 (11), 2004-2019, 2018
[DOI: 10.1109/JPROC.2018.2853600]

de Supinski, Bronis R. (Corresponding author)
Scogland, Thomas R. W.
Duran, Alejandro
Klemm, Michael
Bellido, Sergi Mateo
Olivier, Stephen L.
Terboven, Christian
Mattson, Timothy G.

[Contribution to a book, Journal Article]
Applicability of the software cost model COCOMO II to HPC projects
In: International journal of computational science and engineering : IJCSE, 17 (3), 283-296, 2018
[DOI: 10.1504/IJCSE.2018.095849]

Miller, Julian
Wienke, Sandra Juliane
Schlottke-Lakemper, Michael Alexander
Meinke, Matthias
Müller, Matthias S.

[Bachelor Thesis]
Parallel Expressiveness of Programming Languages, 2018
[DOI: 10.18154/RWTH-2018-228664]

Trümper, Lukas

[Bachelor Thesis]
Performance evaluation and comparison of NVMe memory and Lustre File System on CLAIX, 2018
[DOI: 10.18154/RWTH-2018-223515]

Aldenhoff, Lukas

[Contribution to a book, Contribution to a conference proceedings]
Operational Concepts of GPU Systems in HPC Centers: TCO and Productivity
In: Euro-Par 2017: Parallel Processing Workshops : Euro-Par 2017 International Workshops, Santiago de Compostela, Spain, August 28-29, 2017 : revised selected papers / Dora B. Heras, Luc Bougé et al. (Eds.), 452-464, 2018
[DOI: 10.1007/978-3-319-75178-8_37]

Schneider, Fabian P.
Wienke, Sandra Juliane (Corresponding author)
Müller, Matthias S.

[Contribution to a book, Contribution to a conference proceedings]
Evaluation of Asynchronous Offloading Capabilities of Accelerator Programming Models for Multiple Devices
In: Accelerator Programming Using Directives : 4th International Workshop, WACCPD 2017, Held in Conjunction with the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017, Denver, CO, USA, November 13, 2017, Proceedings / edited by Sunita Chandrasekaran, Guido Juckeland, 160-182, 2018
[DOI: 10.1007/978-3-319-74896-2_9]

Hahnfeld, Jonas (Corresponding author)
Terboven, Christian (Corresponding author)
Price, James
Pflug, Hans Joachim
Müller, Matthias S.