Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis

Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis

Abstract Large-scale high performance computing (HPC) systems typically consist of many thousands of CPUs and storage units used by hundreds to thousands of users simultaneously. Applications from large numbers of users have diverse characteristics, such as varying computation, communication, memory...

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Bibliographic Details
Main Authors: Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna, Yongseok Son
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:Journal of Big Data
Subjects:
High performance computing
Distributed file system
Performance modeling
Online Access:https://doi.org/10.1186/s40537-023-00741-4

Internet

https://doi.org/10.1186/s40537-023-00741-4

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