STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs

Jiawen Wang, Quan Chen, Deze Zeng +3

Many emerging user-facing services adopt Graph Neural Networks (GNNs) to improve serving accuracy. When the graph used by a GNN model changes, representations (embedding) of nodes…