Approximations and Optimal Control for State-dependent Limited Processor Sharing Queues.
Varun GuptaJiheng ZhangPublished in: CoRR (2014)
Keyphrases
- processor sharing
- optimal control
- state dependent
- service times
- steady state
- dynamic programming
- optimal policy
- single server
- queueing networks
- service rates
- control problems
- queue length
- stationary distribution
- control strategy
- infinite horizon
- arrival rate
- queueing model
- processor sharing queue
- markov chain
- base stock policy
- optimal control problems
- queueing systems
- customer demand
- neural network
- reinforcement learning
- finite horizon
- asymptotically optimal
- independent and identically distributed
- fluid model
- random variables
- control system
- inventory level
- average cost
- production planning
- markov decision processes
- special case
- real time