Global Load-Aware Routing Algorithm for Multi-Service LEO Networks: A Graph-Based DRL Approach
To address the challenges of multi-service congestion and load imbalance in Low Earth Orbit (LEO) networks, stemming from highly dynamic spatio-temporal characteristics and constrained link capacities, this paper proposes a joint optimization method for routing and load balancing based on Graph Neural Networks (GNN) an...