Reducing Memory Contention and I/O Congestion for Disk-based GNN Training

Qisheng Jiang, Lei Jia, Chundong Wang

Graph neural networks (GNNs) gain wide popularity. Large graphs with high-dimensional features become common and training GNNs on them is non-trivial on an ordinary machine. Given…