Probabilistic Inference in Queueing Networks.
Charles SuttonMichael I. JordanPublished in: SysML (2008)
Keyphrases
- probabilistic inference
- queueing networks
- graphical models
- product form
- steady state
- bayesian networks
- heavy traffic
- long run
- influence diagrams
- state dependent
- message passing
- conditional probabilities
- approximate inference
- context specific independence
- buffer allocation
- weighted model counting
- variable elimination
- queue length
- stationary distribution
- belief networks
- elimination algorithm
- bayesian belief networks
- belief propagation
- markov chain
- network architecture
- search algorithm