Characterizing Deep-Learning I/O Workloads in TensorFlow

Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Luís Santos, Pawel Herman, Sai Narasimhamurthy, Erwin Laure. Characterizing Deep-Learning I/O Workloads in TensorFlow. In 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, PDSW-DISCS@SC 2018, Dallas, TX, USA, November 12, 2018. pages 54-63, IEEE, 2018. [doi]

Abstract

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