PHDFS: Optimizing I/O performance of HDFS in deep learning cloud computing platform

For deep learning cloud computing platforms, file system is a fundamental and critical component. Hadoop distributed file system (HDFS) is widely used in large scale clusters due to its high performance and high availability. However, in deep learning datasets, the number of files is huge but the fi...

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Vydané v:	Journal of systems architecture Ročník 109; s. 101810
Hlavní autori:	Zhu, Zongwei, Tan, Luchao, Li, Yinzhen, Ji, Cheng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.10.2020
Predmet:	Cloud computing Deep learning Distributed file system Small files Deep learning Cloud computing Small files Distributed file system
ISSN:	1383-7621, 1873-6165
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