FastSample: Accelerating Distributed Graph Neural Network Training for Billion-Scale Graphs

Hesham Mostafa, Adam Grabowski, Md Asadullah Turja +3

Training Graph Neural Networks(GNNs) on a large monolithic graph presents unique challenges as the graph cannot fit within a single machine and it cannot be decomposed into smaller…