Bayesian prediction of the transient behaviour and busy period in short- and long-tailed GI/G/1 queueing systems.
María Concepción AusínMichael P. WiperRosa E. LilloPublished in: Comput. Stat. Data Anal. (2008)
Keyphrases
- queueing systems
- steady state
- arrival rate
- queue length
- queueing model
- heavy traffic
- loss probability
- queueing networks
- waiting times
- queueing theory
- markov chain
- service times
- state dependent
- markov processes
- poisson arrivals
- gaussian distribution
- control problems
- bayesian networks
- asymptotically optimal
- maximum likelihood
- finite buffer
- single server
- heavy tailed
- neural network
- arrival and service rates
- stationary distribution
- dynamic programming
- special case
- pairwise
- reinforcement learning
- machine learning