Multi-Objective Reinforcement Learning for Virtual Machines Placement in Cloud Computing
Chayan Bhatt,
Sunita Singhal
Abstract:The rapid demand for cloud services has provoked cloud providers to efficiently resolve the problem of Virtual Machines Placement in the cloud. This paper presents a VM Placement using Reinforcement Learning that aims to provide optimal resource and energy management for cloud data centers. Reinforcement Learning provides better decision-making as it solves the complexity of VM Placement problem caused due to tradeoff among the objectives and hence is useful for mapping requested VM on the minimum number of Ph… Show more
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