DRL-QOR: Deep Reinforcement Learning-Based QoS/QoE-Aware Adaptive Online Orchestration in NFV-Enabled Networks.
Jing ChenJia ChenHongke ZhangPublished in: IEEE Trans. Netw. Serv. Manag. (2021)
Keyphrases
- reinforcement learning
- qos parameters
- quality of service
- web services
- network conditions
- real time
- traffic engineering
- network resources
- network management
- online learning
- differentiated services
- qos requirements
- context awareness
- machine learning
- learning capabilities
- function approximation
- communication networks
- ad hoc networks
- social networks
- temporal difference
- computer networks
- markov decision processes
- path selection
- heterogeneous wireless networks
- admission control
- scalable video
- web service selection
- multi agent
- call admission control