Developing performance portable plasma edge simulations: A survey
Heterogeneous architectures are increasingly common in modern High-Performance Computing (HPC) systems. Achieving high-performance on such heterogeneous systems requires new approaches to application development that are able to achieve the three Ps: Performance, Portability, and Productivity. In th...
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Published in | Computer physics communications Vol. 298; no. C; p. 109123 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
Elsevier B.V
01.05.2024
Elsevier |
Subjects | |
Online Access | Get full text |
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Summary: | Heterogeneous architectures are increasingly common in modern High-Performance Computing (HPC) systems. Achieving high-performance on such heterogeneous systems requires new approaches to application development that are able to achieve the three Ps: Performance, Portability, and Productivity.
In this paper, we provide an overview of the state-of-the-art for developing high-performance, portable and productive multi-physics applications with particular focus on the simulation of a plasma fusion reactor. Simulating such a complex system relies on both fluid- and particle-based simulations, and coupling interfaces between these two domains. We also review the current state-of-the-art in reasoning about the performance, portability and productivity of HPC applications.
•Outlines approaches to developing high-performance numerical simulations.•Reviews the state-of-the-art in programming languages and parallel programming models.•Summarises high- and low-level domain specific languages targeting plasma fusion.•Outlines methods for coupling scientific simulations.•Describes methods for reasoning about performance, portability and productivity in HPC. |
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Bibliography: | USDOE |
ISSN: | 0010-4655 1879-2944 |
DOI: | 10.1016/j.cpc.2024.109123 |