Resource Allocation Reinforcement Learning for Quality of Service Maintenance in Cloud-Based Services.
Dupyo HongDongWan KimOh Jung MinYongtae ShinPublished in: ICOIN (2023)
Keyphrases
- resource allocation
- quality of service
- resource management
- end to end qos
- reinforcement learning
- qos parameters
- web services
- service selection
- service level agreements
- qos requirements
- service quality
- resource utilization
- qos aware
- video on demand
- network resources
- resource reservation
- resource consumption
- bandwidth allocation
- multimedia services
- cloud computing
- computing resources
- loosely coupled
- service providers
- ad hoc networks
- packet scheduling
- grid environment
- end to end quality of service
- real time
- response time
- service oriented
- service discovery
- optimal resource allocation
- grid resource
- service composition
- ip networks
- load balancing
- grid services
- combinatorial auctions
- communication networks
- web service composition
- mobile services
- service delivery
- wireless networks
- learning agents
- grid computing
- mobile networks
- markov decision processes
- bidding strategies
- end users