Traffic Prediction-Assisted Federated Deep Reinforcement Learning for Service Migration in Digital Twins-Enabled MEC Networks.
Xiangyi ChenGuangjie HanYuanguo BiZimeng YuanMahesh K. MarinaYufei LiuHai ZhaoPublished in: IEEE J. Sel. Areas Commun. (2023)
Keyphrases
- reinforcement learning
- network resources
- traffic engineering
- differentiated services
- prediction accuracy
- telecommunication networks
- internet traffic
- digital libraries
- high speed networks
- prediction model
- social networks
- traffic network
- end to end
- function approximation
- vehicular networks
- transport network
- network traffic
- complex networks
- multi agent
- service providers
- learning algorithm
- web services
- public transportation
- state space
- quality of service
- admission control
- transportation networks
- markov decision processes
- atm networks
- ip networks
- traffic patterns
- network structure
- network management
- traffic flow
- control policy
- flow control
- optimal policy
- transportation systems
- internet protocol
- information services
- routing algorithm
- service oriented