Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency

Shuochao Yao, Jinyang Li 0004, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher. Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. In Jin Nakazawa, Polly Huang, editors, SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, Virtual Event, Japan, November 16-19, 2020. pages 476-488, ACM, 2020. [doi]

Abstract

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