Analytic approximations of queues with lightly- and heavily-correlated autoregressive service times.
Dieter FiemsBalakrishna J. PrabhuKoen De TurckPublished in: Ann. Oper. Res. (2013)
Keyphrases
- autoregressive
- service times
- steady state
- processor sharing
- independent and identically distributed
- priority queue
- non stationary
- waiting times
- queue length
- moving average
- arrival process
- service rates
- single server
- queueing networks
- poisson arrivals
- arrival processes
- queueing model
- random fields
- gaussian markov random field
- stationary distribution
- queueing systems
- random variables
- arrival rate
- fluid model
- finite buffer
- multiserver queues
- state dependent
- processor sharing queue
- sar images
- single server queue
- offered load
- markov chain
- neural network
- denoising
- special case
- pairwise
- multiscale