SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks

Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen 0002, Jiannong Cao 0001. SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks. PVLDB, 15(9):1937-1950, 2022. [doi]

Abstract

Abstract is missing.