GreenDyGNN: Runtime-Adaptive Energy-Efficient Communication for Distributed GNN Training

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

Distributed GNN training is dominated by remote feature fetching, which can be very costly. Multi-hop neighborhood sampling crosses partition boundaries and triggers fine-grained R…