A conditional probability approach to M/G/1-like queues.
Alexandre BrandwajnHongyun WangPublished in: Perform. Evaluation (2008)
Keyphrases
- conditional probabilities
- single server
- queueing networks
- service times
- queue length
- random variables
- steady state
- probabilistic inference
- bayesian networks
- service rates
- state dependent
- probabilistic model
- probability distribution
- waiting times
- queueing systems
- processor sharing
- belief networks
- joint distribution
- stationary distribution
- bayesian model
- special case
- posterior probability
- markov chain
- network parameters
- heavy traffic
- image processing
- discrete random variables
- parallel machines
- prior probabilities
- long run
- queueing model
- class labels
- arrival rate
- graphical models
- finite buffer
- joint probability
- high dimensional
- decision trees
- queuing systems
- learning algorithm