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COMBS: First Open-Source Based Benchmark Suite for Multi-physics Simulation Relevant HPC Research

conference contribution
posted on 2024-11-03, 14:17 authored by Anthony Dowling, Frank Swiatowicz, Yu Liu, Alexander Tolnai, Fabian Engel
Recent scientific computing increasingly relies on multi-scale multi-physics simulations to enhance predictive capabilities by replacing a suite of stand-alone simulation codes that independently simulate various physical phenomena. Inevitably, multi-physics simulation demands high performance computing (HPC) through advanced hardware and software accelerating due to its intensive computing workload and run-time communication needs. Thus, its research has become a hotspot across different disciplines. However, it is observed that most benchmarks used in the evaluation of corresponding work are through commercial or in-house codes. Then, the lack of accessible open-source multi-physics benchmark suites has presented a challenge in uniformly evaluating simulation performance across related disciplines. This work proposes the first open-source based benchmark suite with 12 selected benchmarks for research in multi-physics simulation, the Clarkson Open-Source Multi-physics Benchmark Suite (COMBS). Multiple metrics have been gathered for these benchmarks, such as instructions per second and memory usage. Also provided are build and benchmark scripts to improve usability. Additionally, their source codes and installation guides are available for downloading through a github repository built by the authors. The selected benchmarks are from key applications of multi-physics simulation and highly cited publications. It is believed that this benchmark suite will facilitate to harness the full potential of HPC research in the field of multi-physics simulation.

History

Related Materials

  1. 1.
    DOI - Is published in 10.1007/978-3-030-60245-1_1
  2. 2.
    ISSN - Is published in 03029743

Volume

12452 LNCS

Start page

3

End page

14

Total pages

12

Outlet

Proceedings of the 20th International Conference, Algorithms and Architectures for Parallel Processing, Part I (ICA3PP 2020)

Editors

Meikang Qiu

Name of conference

ICA3PP 2020: LNCS 12452

Publisher

Springer

Place published

Switzerland

Start date

2020-10-02

End date

2020-10-04

Language

English

Copyright

© 2020, Springer Nature Switzerland AG.

Former Identifier

2006106373

Esploro creation date

2023-01-30

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