Modeling call arrivals on VoIP networks as linear Gaussian Process under heavy traffic condition.
Imad Al AjarmehJames YuMohamed AmezzianePublished in: ICON (2011)
Keyphrases
- quality of service
- gaussian process
- heavy traffic
- gaussian processes
- dynamic routing
- gaussian process models
- single server
- queueing networks
- approximate inference
- asymptotically optimal
- model selection
- hyperparameters
- steady state
- semi supervised
- latent variables
- regression model
- long run
- arrival rate
- bayesian framework
- closed form
- sufficient conditions
- poisson process
- signal to noise ratio
- state dependent
- support vector
- machine learning