Cloud Resource Allocation from the User Perspective: A Bare-Bones Reinforcement Learning Approach.
Alexandros KontarinisVerena KantereNectarios KozirisPublished in: WISE (1) (2016)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- cloud computing environment
- optimal resource allocation
- game theory
- cloud computing
- resource allocation decisions
- scarce resources
- machine learning
- function approximation
- resource requirements
- resource usage
- resource consumption
- allocation strategies
- allocate resources
- allocation problems
- dynamic resource allocation
- combinatorial auctions
- optimal policy
- state space
- resource availability
- power allocation
- dynamic programming