Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach.
Haojun HuangCheng ZengYangming ZhaoGeyong MinYingying ZhuWang MiaoJia HuPublished in: IEEE J. Sel. Areas Commun. (2021)
Keyphrases
- reinforcement learning
- web services
- service oriented architecture
- function approximators
- machine learning
- service oriented
- service providers
- network resources
- computer networks
- network infrastructure
- traffic engineering
- differentiated services
- function approximation
- admission control
- access points
- nonlinear functions
- technology enhanced learning
- transition model
- information services
- complex networks
- end to end
- network structure
- lightweight
- context aware
- management system
- state space
- data sources
- dynamic programming
- social networks