Proactive scheduling in distributed computingA reinforcement learning approach
Propose the concept and method of proactive scheduling. Formulate dynamic scheduling as a MDP problem. Develop an online scheduling algorithm based on reinforcement learning. Demonstrate our learning-based algorithm stable with lower average response time.
reinforcement learning distributed computing markov decision process queueing model task scheduling