Elastic management of cloud applications using adaptive reinforcement learning.
Konstantinos LolosIoannis KonstantinouVerena KantereNectarios KozirisPublished in: IEEE BigData (2017)
Keyphrases
- reinforcement learning
- cloud computing
- function approximation
- information systems
- learning capabilities
- management system
- cloud storage
- decision making
- knowledge management
- decision support
- real time
- information management
- data processing
- data management
- state space
- actor critic
- quality aware
- temporal difference
- model free
- optimal control
- optimal policy
- dynamic programming
- learning algorithm
- databases