Assessing the Efficacy of Reinforcement Learning in Enhancing Quality of Service in SD-WANs.
Luca BorgianniSebastian TroiaDavide AdamiGuido MaierStefano GiordanoPublished in: GLOBECOM (2023)
Keyphrases
- quality of service
- reinforcement learning
- qos requirements
- response time
- resource management
- ip networks
- web services
- network conditions
- admission control
- qos parameters
- qos routing
- ad hoc networks
- qos aware
- markov decision processes
- bandwidth allocation
- state space
- multimedia services
- real time
- resource utilization
- congestion control
- video on demand
- service differentiation
- end to end qos
- differentiated services
- atm networks
- service selection