SmartSAGE: Training Large-scale Graph Neural Networks using In-Storage Processing Architectures

Yunjae Lee, Jinha Chung, Minsoo Rhu

Graph neural networks (GNNs) can extract features by learning both the representation of each objects (i.e., graph nodes) and the relationship across different objects (i.e., the e…