A Model-Based Approach to Streamlining Distributed Training for Asynchronous SGD

Sung-Han Lin, Marco Paolieri, Cheng-Fu Chou, Leana Golubchik. A Model-Based Approach to Streamlining Distributed Training for Asynchronous SGD. In 26th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2018, Milwaukee, WI, USA, September 25-28, 2018. pages 306-318, IEEE Computer Society, 2018. [doi]

Abstract

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