Proactive Bandwidth Orchestration in Industrial SD-WANs: A Time-Aware Deep Reinforcement Learning Approach
The aggregation of concurrent Industrial Internet of Things (IIoT) data traffic from distributed sites to the cloud frequently induces uplink congestion at the capacityconstrained cloud infrastructure ingress. Conventional reactive congestion control mechanisms are constrained by inherent feedback delays, while static...