GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism

Sandeep Polisetty, Juelin Liu, Kobi Falus +4

Graph neural networks (GNNs), an emerging class of machine learning models for graphs, have gained popularity for their superior performance in various graph analytical tasks. Mini…