BatchGNN: Efficient CPU-Based Distributed GNN Training on Very Large Graphs

Loc Hoang, Rita Brugarolas Brufau, Ke Ding +1

We present BatchGNN, a distributed CPU system that showcases techniques that can be used to efficiently train GNNs on terabyte-sized graphs. It reduces communication overhead with…