When ML Training Cuts Through Congestion: Just-in-Time Gradient Compression via Packet Trimming

Xiaoqi Chen, Shay Vargaftik, Ran Ben-Basat. When ML Training Cuts Through Congestion: Just-in-Time Gradient Compression via Packet Trimming. In Proceedings of the 23rd ACM Workshop on Hot Topics in Networks, HOTNETS 2024, Irvine, CA, USA, November 18-19, 2024. pages 177-185, ACM, 2024. [doi]

Abstract

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