Energy-efficient multisite offloading policy using Markov decision process for mobile cloud computing.
Mati B. TerefeHeezin LeeNojung HeoGeoffrey Charles FoxSangyoon OhPublished in: Pervasive Mob. Comput. (2016)
Keyphrases
- markov decision process
- cloud computing
- energy efficient
- data center
- wireless sensor networks
- energy efficiency
- state space
- optimal policy
- energy consumption
- markov decision processes
- sensor networks
- base station
- reinforcement learning
- computing resources
- data management
- infinite horizon
- mobile devices
- mobile networks
- mobile phone
- data dissemination
- multi hop
- routing algorithm
- initial state
- mobile users
- reward function
- mobile computing
- dynamic programming
- commodity hardware
- wireless networks
- mobile applications
- context aware
- mobile technologies
- data transmission
- computing environments
- data analysis
- power consumption
- sensor nodes
- mobile services
- data collection
- average cost
- routing protocol
- data sets
- sensor data