Bayesian Inference and Prediction in an M/G/1 with Optional Second Service.
Abdolreza MohammadiM. R. Salehi-RadPublished in: Commun. Stat. Simul. Comput. (2012)
Keyphrases
- bayesian inference
- probabilistic model
- single server
- heavy traffic
- hyperparameters
- prior information
- service times
- bayesian model
- steady state
- queueing model
- variational bayes
- hidden variables
- prior distribution
- statistical inference
- web services
- queueing systems
- bayesian models
- particle filter
- markov chain monte carlo
- variational inference
- gibbs sampler
- hierarchical bayesian
- variational approximation
- queueing networks
- expectation propagation
- learning algorithm
- weighted model counting
- conditional random fields
- state dependent
- generative model
- graphical models