Characterizing Impacts of Storage Faults on HPC Applications: A Methodology and Insights

Bo Fang, Daoce Wang,Sian Jin,Quincey Koziol,Zhao Zhang,Qiang Guan,Suren Byna,Sriram Krishnamoorthy,Dingwen Tao

2021 IEEE International Conference on Cluster Computing (CLUSTER)（2021）

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摘要

In recent years, the increasing complexity in scientific simulations and emerging demands for training heavy artificial intelligence models require massive and fast data accesses, which urges high-performance computing (HPC) platforms to equip with more advanced storage infrastructures such as solid-state disks (SSDs). While SSDs offer high-performance I/O, the reliability challenges faced by the ...

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关键词

Training,Fault diagnosis,Solid modeling,Fault tolerance,File systems,Computational modeling,Fault tolerant systems

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