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  1. 防災科研関係論文

Energy-Performance Modeling of Speculative Checkpointing for Exascale Systems

https://nied-repo.bosai.go.jp/records/6406
https://nied-repo.bosai.go.jp/records/6406
02e14e49-0df0-4f09-be0e-d7bd83ddf2f3
Item type researchmap(1)
公開日 2023-09-20
タイトル
言語 en
タイトル Energy-Performance Modeling of Speculative Checkpointing for Exascale Systems
言語
言語 eng
著者 ALFIAN AMRIZAL Muhammad

× ALFIAN AMRIZAL Muhammad

en ALFIAN AMRIZAL Muhammad

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UNO Atsuya

× UNO Atsuya

en UNO Atsuya

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SATO Yukinori

× SATO Yukinori

en SATO Yukinori

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TAKIZAWA Hiroyuki

× TAKIZAWA Hiroyuki

en TAKIZAWA Hiroyuki

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KOBAYASHI Hiroaki

× KOBAYASHI Hiroaki

en KOBAYASHI Hiroaki

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抄録
内容記述タイプ Other
内容記述 Coordinated checkpointing is a widely-used checkpoint/restart protocol for fault-tolerance in large-scale HPC systems. However, this protocol will involve massive amounts of I/O concentration, resulting in considerably high checkpoint overhead and high energy consumption. This paper focuses on <i>speculative checkpointing</i>, a CPR mechanism that allows for temporal distribution of checkpointings to avoid I/O concentration. We propose execution time and energy models for speculative checkpointing, and investigate energy-performance characteristics when speculative checkpointing is adopted in exascale systems. Using these models, we study the benefit of speculative checkpointing over coordinated checkpointing under various realistic scenarios for exascale HPC systems. We show that, compared to coordinated checkpointing, speculative checkpointing can achieve up to a 11% energy reduction at the cost of a relatively-small increase in the execution time. In addition, a significant energy-performance trade-off is expected when the system scale exceeds 1.2 million nodes.
言語 en
書誌情報 en : IEICE Transactions on Information and Systems

巻 E100.D, 号 12, p. 2749-2760, 発行日 2017
出版者
言語 en
出版者 The Institute of Electronics, Information and Communication Engineers
ISSN
収録物識別子タイプ EISSN
収録物識別子 1745-1361
DOI
関連識別子 10.1587/transinf.2017pap0002
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