Rice University; UIUC
Cheng Wan, Youjie Li, Cameron Wolfe, Anastasios Kyrillidis, Nam Sung Kim, Yingyan Lin
Graph Neural Networks;Graph Convolutional Networks;Distributed Training;Asynchronous Training;Full-Graph Training;Large-Graph Training;Stale Features
PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication