Optimal control policies for resource allocation in the Cloud: comparison between Markov decision process and heuristic approaches

Thomas Tournaire, Hind Castel-Taleb, Emmanuel Hyon

We consider an auto-scaling technique in a cloud system where virtual machines hosted on a physical node are turned on and off depending on the queue's occupation (or thresholds),…