LGNNIC: Acceleration of Large-Scale GNN Training using SmartNICs

Liad Gerstman, Aditya Dhakal, Dejan Milojicic +1

Graph Neural Networks (GNNs) are widely used across domains such as natural sciences, social network analysis, chip design, and recommendation systems. However, as graph sizes grow…