Delay-aware Backpressure Routing Using Graph Neural Networks

Zhongyuan Zhao, Bojan Radojicic, Gunjan Verma +2

We propose a throughput-optimal biased backpressure (BP) algorithm for routing, where the bias is learned through a graph neural network that seeks to minimize end-to-end delay. Cl…