FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale

Zeyu Zhu, Peisong Wang, Qinghao Hu, Gang Li 0015, Xiaoyao Liang, Jian Cheng 0001. FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale. In Rajiv Gupta 0001, Nael B. Abu-Ghazaleh, Madan Musuvathi, Dan Tsafrir, editors, Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4, ASPLOS 2024, Hilton La Jolla Torrey Pines, La Jolla, CA, USA, 27 April 2024 - 1 May 2024. pages 94-110, ACM, 2024. [doi]

Abstract

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