Energy awareness presents an immense challenge for cloud computing infrastructure and
the development of next generation data centers. Virtual Machine (VM) consolidation is one
technique that can be harnessed to reduce energy related costs and environmental
sustainability issues of data centers. In recent times intelligent learning approaches have
proven to be effective for managing resources in cloud data centers. In this paper we explore
the application of Reinforcement Learning (RL) algorithms for the VM consolidation problem …