IEEE

Topology-Compressed Data Delivery in Large-Scale Heterogeneous Satellite Networks: An Age-Driven Spatial-Temporal Graph Neural Network Approach

In Large-Scale Heterogeneous Satellite Networks (LSHSNs) integrating Low Earth Orbit (LEO) and Medium Earth Orbit (MEO) satellites, high-timeliness data delivery confronts dynamical connectivity and ...
IEEE

Large-Scale Network Router-Level Topology Construction Based on Knowledge Inference

Abstract: This letter presents a knowledge inference-based (KI) method for topology construction. KI builds a multi-source heterogeneous network knowledge graph, integrating multi-modal data, ...