D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks

Rustam Guliyev, Aparajita Haldar, Hakan Ferhatosmanoglu

Graph Neural Network (GNN) models on streaming graphs entail algorithmic challenges to continuously capture its dynamic state, as well as systems challenges to optimize latency, me…