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

ICDCS, 2017.

Cited by: 84|Views45
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Abstract:

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

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