Communication-Free Distributed GNN Training with Vertex Cut

Kaidi Cao, Rui Deng, Shirley Wu +3

Training Graph Neural Networks (GNNs) on real-world graphs consisting of billions of nodes and edges is quite challenging, primarily due to the substantial memory needed to store t…