Abstract: As the expansion of new services continues to grow, there may be a shortage of equipment computing, storage and communication resources. At the same time, tasks have the possibility of ...

Abstract: For dynamic task scheduling problems in cloud computing environments, we propose a deep reinforcement learning algorithm based on graph neural networks (GNN-PPO) that enables real-time ...