MDP based optimal policy for collaborative processing using mobile cloud computing.
Mona NasseriMansoor AlamRobert C. Green IIPublished in: CloudNet (2013)
Keyphrases
- optimal policy
- cloud computing
- markov decision processes
- computing resources
- markov decision process
- state space
- middleware architecture
- reinforcement learning
- data center
- dynamic programming
- bayesian reinforcement learning
- infinite horizon
- finite state
- finite horizon
- cloud computing environment
- internet services
- data management
- average reward
- big data
- multistage
- state dependent
- long run
- cloud computing platform
- initial state
- mobile devices
- average cost
- service providers
- discount factor
- markov decision problems
- sufficient conditions
- policy iteration
- computing environments
- cloud services
- dynamic programming algorithms
- partially observable markov decision processes
- mobile services
- optimal control
- inventory level
- lost sales
- mobile phone
- wireless sensor networks