Jielong Xu

Jielong Xu
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Jielong Xu
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Computer Science - Artificial Intelligence (1)
 
Computer Science - Distributed; Parallel; and Cluster Computing (1)

Publications Authored By Jielong Xu

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. In addition, high power consumption has become one of the critical concerns in design and control of cloud computing systems, which degrades system reliability and increases cooling cost. Read More