Optimizing Task Placement and Online Scheduling for Distributed GNN Training Acceleration

Ziyue Luo, Yixin Bao, Chuan Wu

Training Graph Neural Networks (GNN) on large graphs is resource-intensive and time-consuming, mainly due to the large graph data that cannot be fit into the memory of a single mac…