Jia-Long Xu

Time-Series Load Prediction and Deep Deterministic Policy Gradient-Based Task Scheduling Optimization for Cloud-Edge Collaborative Networks

Cloud-edge collaborative networks have become an important computing paradigm for latency-sensitive and resource-intensive applications, but dynamic workload variation makes efficient task scheduling difficult. Existing scheduling methods often rely on current system states and cannot proactively respond to future load...