Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices

Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen. Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. In Weisong Shi, Deepak Ganesan, Nicholas D. Lane, editors, Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, ACM MobiCom 2024, Washington D.C., DC, USA, November 18-22, 2024. pages 312-326, ACM, 2024. [doi]

Abstract

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