Learning-Based Resource Allocation in Cloud Data Center using Advantage Actor-Critic.
Zheyi ChenJia HuGeyong MinPublished in: ICC (2019)
Keyphrases
- resource allocation
- data center
- actor critic
- cloud computing
- reinforcement learning
- resource management
- learning problems
- supervised learning
- learning process
- learning tasks
- power consumption
- approximate dynamic programming
- policy gradient
- combinatorial auctions
- learning algorithm
- cost effective
- optimal control
- low cost
- least squares
- cooperative
- resource allocation problems