Classical and Bayesian inference on traffic intensity of multiserver Markovian queuing system.
Arpita BasakAmit ChoudhuryPublished in: Commun. Stat. Simul. Comput. (2023)
Keyphrases
- bayesian inference
- traffic intensity
- queueing systems
- service times
- probabilistic model
- hyperparameters
- prior information
- steady state
- heavy traffic
- bayesian model
- queue length
- arrival rate
- particle filter
- gibbs sampler
- hidden variables
- variational inference
- hierarchical bayesian
- queueing networks
- expectation propagation
- arrival process
- search space