Providing High-Speed Data Access for Parallel Computing in the HPC Cluster

Providing High-Speed Data Access for Parallel Computing in the HPC Cluster

The article discusses approaches to building parallel data storage systems in high- performance clusters. The features of building data structures in parallel file systems for various applied tasks are analyzed. Approaches are proposed to improve the efficiency of access to data by computing nodes o...

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Veröffentlicht in:Engineering proceedings 2023-07, Vol.33 (1), p.54
Hauptverfasser: Sergey Denisov, Konstantin Volovich, Alexander Zatsarinny
Format: Artikel
Sprache:eng
Schlagworte:
HPC cluster
Lustre
NVMe
parallel file system
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Zusammenfassung:The article discusses approaches to building parallel data storage systems in high- performance clusters. The features of building data structures in parallel file systems for various applied tasks are analyzed. Approaches are proposed to improve the efficiency of access to data by computing nodes of the cluster due to the correct distribution of data in parallel file storage.
ISSN:2673-4591
DOI:10.3390/engproc2023033054