Contribution to a conference proceedings/Contribution to a book FZJ-2025-02193

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Assessing the Performance of Portable Programming Models Across GPU Vendors for the N-Body Problem

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2025
Springer Nature Switzerland Cham
ISBN: 978-3-031-85700-3, 978-3-031-85700-3 (electronic)

Parallel Processing and Applied Mathematics
Parallel Processing and Applied Mathematics, PPAM2024, OstravaOstrava, Czech Republic, 8 Sep 2024 - 11 Sep 20242024-09-082024-09-11
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15580, 119 - 133 () [10.1007/978-3-031-85700-3_9] special issue: "Parallel Processing and Applied Mathematics" (978-3-031-85700-3)

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Abstract: With the inclusion of Aurora in the TOP500 list in November 2023 three different GPU (Graphics Processing Unit) vendors are represented in the top 10 of the list. Each vendor has its own preferred model for programming GPUs. For this paper we implemented the N-body problem using portable programming frameworks and the vendors’ preferred APIs. We show how the performance of the portable solutions compares to the performance of the native solution on each hardware both in absolute numbers and as fraction of the achievable peak performance.


Contributing Institute(s):
  1. Jülich Supercomputing Center (JSC)
Research Program(s):
  1. 5111 - Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups (POF4-511) (POF4-511)
  2. MultiXscale - Centre of Excellence in exascale-oriented application co-design and delivery for multiscale simulations (101093169) (101093169)

Appears in the scientific report 2025
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NationallizenzNationallizenz ; SCOPUS
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 Datensatz erzeugt am 2025-04-03, letzte Änderung am 2025-09-12


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