MDP based optimal pricing for a cloud computing queueing model.
Rami AtarIsrael CidonMark ShifrinPublished in: Perform. Evaluation (2014)
Keyphrases
- cloud computing
- optimal pricing
- queueing model
- optimal policy
- state dependent
- steady state
- markov decision processes
- stationary distribution
- arrival rate
- initial state
- markov decision process
- state space
- inventory level
- data management
- dynamic programming
- call center
- service times
- reinforcement learning
- markov chain
- finite state
- infinite horizon
- single server
- service providers
- asymptotically optimal
- heavy traffic
- average cost
- long run
- sufficient conditions
- finite horizon
- dynamic pricing
- queueing networks
- utility function
- queue length
- transition probabilities
- computing systems
- multistage
- pricing strategies
- multi agent