A Bayesian framework for distributed estimation of arrival rates in asynchronous networks.
Angelo ColucciaGiuseppe NotarstefanoPublished in: CoRR (2017)
Keyphrases
- bayesian framework
- arrival rate
- prior knowledge
- generative model
- asymptotically optimal
- gaussian process
- hyperparameters
- posterior probability
- bayesian model
- posterior distribution
- expectation maximization
- queueing systems
- poisson process
- steady state
- prior distribution
- maximum a posteriori
- call admission control
- probability density function
- bayesian formulation
- bayesian methods
- data sets
- parameter estimation
- probabilistic model
- heavy traffic
- state dependent
- queueing model