A Continuous-Time Markov decision process-based resource allocation scheme in vehicular cloud for mobile video services.
Lu HouKan ZhengPeriklis ChatzimisiosYi FengPublished in: Comput. Commun. (2018)
Keyphrases
- allocation scheme
- markov decision process
- state space
- mobile applications
- context aware
- mobile networks
- infinite horizon
- mobile services
- optimal policy
- markov chain
- evaluation method
- video on demand
- markov decision processes
- bandwidth allocation
- optimal control
- cloud computing
- reinforcement learning
- transition probabilities
- semi markov decision process
- mobile devices
- computing environments
- internet services
- stationary policies
- service providers
- web services
- mobile users
- wide class
- multimedia services
- dynamic programming
- random access
- cloud services
- mobile computing
- data center
- data dissemination
- resource management
- control system
- traffic flow