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]

@article{PengCSSCC22,
  title = {SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks},
  author = {Jingshu Peng and Zhao Chen and Yingxia Shao and Yanyan Shen and Lei Chen 0002 and Jiannong Cao 0001},
  year = {2022},
  url = {https://www.vldb.org/pvldb/vol15/p1937-peng.pdf},
  researchr = {https://researchr.org/publication/PengCSSCC22},
  cites = {0},
  citedby = {0},
  journal = {PVLDB},
  volume = {15},
  number = {9},
  pages = {1937-1950},
}