Helios: An Efficient Out-of-core GNN Training System on Terabyte-scale Graphs with In-memory Performance

Jie Sun, Mo Sun, Zheng Zhang +6

Training graph neural networks (GNNs) on large-scale graph data holds immense promise for numerous real-world applications but remains a great challenge. Several disk-based GNN sys…