Approximate Bayesian inference with queueing networks and coupled jump processes.
Iker PerezGiuliano CasalePublished in: CoRR (2018)
Keyphrases
- bayesian inference
- queueing networks
- expectation propagation
- probabilistic model
- product form
- steady state
- heavy traffic
- bayesian model
- prior information
- variational bayes
- markov chain
- stationary distribution
- hyperparameters
- buffer allocation
- state dependent
- queue length
- statistical inference
- variational inference
- bayesian models
- long run
- gibbs sampler
- hierarchical bayesian
- hidden variables
- arrival rate
- multiclass queueing networks
- service times
- data sets
- network architecture
- gaussian process
- particle filter
- artificial neural networks
- bayesian networks