A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning

13 Mar 2017Ning LiuZhe LiZhiyuan XuJielong XuSheng LinQinru QiuJian TangYanzhi Wang

Automatic decision-making approaches, such as reinforcement learning (RL), have been applied to (partially) solve the resource allocation problem adaptively in the cloud computing system. However, a complete cloud resource allocation framework exhibits high dimensions in state and action spaces, which prohibit the usefulness of traditional RL techniques... (read more)

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