Amit Bleiweiss

AdaGL: Adaptive Learning for Agile Distributed Training of Gigantic GNNs

2023

Distributed GNN training on contemporary massive and densely connected graphs requires information aggregation from all neighboring nodes, which leads to an explosion of inter-server communications. This paper proposes AdaGL, a highly scalable end-to-end framework for …