GreenGNN: Energy-Aware Windowed Communication Optimization for Distributed GNN Training

Arefin Niam, Tevfik Kosar, M. S. Q. Zulkar Nine

Large-scale graph neural network (GNN) training often requires distributed clusters because graph structure and feature tensors no longer fit in a single node's memory. In sampling…