Q-Learning Algorithm for Joint Computation Offloading and Resource Allocation in Edge Cloud.
Boutheina DabNadjib AitsaadiRami LangarPublished in: IM (2019)
Keyphrases
- resource allocation
- learning algorithm
- resource allocation problems
- resource management
- cloud computing
- optimal resource allocation
- game theory
- allocate resources
- allocation strategies
- allocation problems
- dynamic resource allocation
- cloud computing environment
- combinatorial auctions
- scarce resources
- distributed resource allocation
- resource availability
- resource requirements
- grid environment
- resource usage
- service level agreements
- social welfare
- learning tasks
- peer to peer
- response time
- resource allocation decisions
- multi agent systems