Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching

1 code implementation • 19 Aug 2022 • Yeonhong Park, Sunhong Min, Jae W. Lee

Thus, we propose Ginex, the first SSD-based GNN training system that can process billion-scale graph datasets on a single machine.

Compiler Optimization