SO-VMEC: Service offloading in virtual mobile edge computing using deep reinforcement learning.
Mohammed LarouiHatem Ibn-KhedherMoussa Ali CherifHassine MounglaHossam AfifiAhmed KamelPublished in: Trans. Emerg. Telecommun. Technol. (2022)
Keyphrases
- reinforcement learning
- mobile environments
- virtual environment
- mobile services
- mobile devices
- value added services
- computing environments
- web services
- service oriented
- location aware
- virtual reality
- virtual world
- service management
- context aware services
- mobile phone
- service providers
- augmented reality
- management system
- wireless internet
- model free
- mobile computing
- multimedia services
- function approximation
- edge information
- service discovery
- weighted graph
- mobile applications
- edge detection
- learning process
- service quality
- optimal control
- information services
- learning algorithm
- markov decision processes
- control policy
- end users
- dynamic programming
- mobile search
- telecommunications industry
- multiscale
- short message service