A Checkpoint of Research on Parallel I/O for High Performance Computing

Abstract : We present a comprehensive survey on parallel I/O in the high performance computing (HPC) context. This is an important field for HPC because of the historic gap between processing power and storage latencies, which causes applications performance to be impaired when accessing or generating large amounts of data. As the available processing power and amount of data increase, I/O remains a central issue for the scientific community. In this survey, we focus on a traditional I/O stack, with a POSIX parallel file system. We present background concepts everyone could benefit from. Moreover, through the comprehensive study of publications from the most important conferences and journals in a five-year time window, we discuss the state of the art of I/O optimization approaches, access pattern extraction techniques, and performance modeling, in addition to general aspects of parallel I/O research. Through this approach, we aim at identifying the general characteristics of the field and the main current and future research topics.
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Pré-publication, Document de travail
2017
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http://hal.univ-grenoble-alpes.fr/hal-01591755
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Soumis le : jeudi 21 septembre 2017 - 21:33:18
Dernière modification le : jeudi 11 janvier 2018 - 06:21:06

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CSUR2015.pdf
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  • HAL Id : hal-01591755, version 1

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Francieli Zanon Boito, Eduardo Camilo Inacio, Jean Luca Bez, Philippe Navaux, Mario Dantas, et al.. A Checkpoint of Research on Parallel I/O for High Performance Computing. 2017. 〈hal-01591755〉

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