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@ARTICLE{Herten:1047382,
author = {Herten, Andreas and Pearce, Olga and Guimaraes, Filipe},
title = {{A}n {HPC} benchmark survey and taxonomy for
characterization},
journal = {The international journal of high performance computing
applications},
volume = {n/a},
number = {n/a},
issn = {1094-3420},
address = {Thousand Oaks, Calif.},
publisher = {Sage Science Press},
reportid = {FZJ-2025-04270},
pages = {10943420251351424},
year = {2025},
note = {Full survey table available as supplemental material at
journal, equivalent to arXiv preprint:
https://arxiv.org/abs/2509.08347},
abstract = {The field of High-Performance Computing (HPC) is defined by
providing computing devices with highest performance for a
variety of demanding scientific users. The tight co-design
relationship between HPC providers and users propels the
field forward, paired with technological improvements,
achieving continuously higher performance and resource
utilization. A key device for system architects,
architecture researchers, and scientific users are
benchmarks, allowing for well-defined assessment of
hardware, software, and algorithms. Many benchmarks exist in
the community, from individual niche benchmarks testing
specific features, to large-scale benchmark suites for whole
procurements. We survey the available HPC benchmarks,
summarizing them in table form with key details and concise
categorization, also through an interactive website. For
categorization, we present a benchmark taxonomy for
well-defined characterization of benchmarks.The interactive
table of the survey is available at
https://fzj-jsc.github.io/benchmark-survey/},
cin = {JSC},
ddc = {004},
cid = {I:(DE-Juel1)JSC-20090406},
pnm = {5122 - Future Computing $\&$ Big Data Systems (POF4-512) /
5112 - Cross-Domain Algorithms, Tools, Methods Labs (ATMLs)
and Research Groups (POF4-511) / ATML-X-DEV - ATML
Accelerating Devices (ATML-X-DEV) / ATMLAO - ATML
Application Optimization and User Service Tools (ATMLAO)},
pid = {G:(DE-HGF)POF4-5122 / G:(DE-HGF)POF4-5112 /
G:(DE-Juel-1)ATML-X-DEV / G:(DE-Juel-1)ATMLAO},
typ = {PUB:(DE-HGF)16},
doi = {10.1177/10943420251351424},
url = {https://juser.fz-juelich.de/record/1047382},
}