Automated Cloud Provisioning on AWS using Deep Reinforcement Learning.
Zhiguang WangChul GwonTim OatesAdam IezziPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- cloud computing
- semi automated
- fully automated
- service level agreements
- function approximation
- state space
- automated analysis
- data center
- deep learning
- databases
- markov decision processes
- quality of service
- data management
- dynamic programming
- multi agent
- information systems
- service provisioning
- control policy
- temporal difference learning
- computer aided
- reinforcement learning algorithms
- temporal difference
- learning problems
- optimal policy
- search space
- multimedia
- learning algorithm