A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning

Danlin Jia, Geng Yuan, Xue Lin, Ningfang Mi. A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning. In Claudio Agostino Ardagna, Nimanthi L. Atukorala, Rajkumar Buyya, Carl K. Chang, Rong N. Chang, Ernesto Damiani, Gargi Banerjee Dasgupta, Fabrizio Gagliardi, Christoph Hagleitner, Dejan S. Milojicic, Tuan M. Hoang Trong, Robert Ward, Fatos Xhafa, Jia Zhang, editors, IEEE 15th International Conference on Cloud Computing, CLOUD 2022, Barcelona, Spain, July 10-16, 2022. pages 449-458, IEEE, 2022. [doi]

Abstract

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