Bayesian inference and prediction in single server M/M/1 queuing model based on queue length.
Arpita BasakAmit ChoudhuryPublished in: Commun. Stat. Simul. Comput. (2021)
Keyphrases
- bayesian inference
- queue length
- single server
- queuing systems
- priority scheduling
- steady state
- queuing model
- retrial queue
- probabilistic model
- state dependent
- arrival processes
- queueing systems
- heavy traffic
- queueing networks
- prior information
- service times
- stationary distribution
- hyperparameters
- large deviations
- waiting times
- arrival rate
- queueing model
- arrival process
- end to end
- service rates
- markov chain
- particle filter
- call center
- single server queue
- special case
- queue size
- learning algorithm
- prior knowledge