Parameter estimation for product-form distributions of queueing networks.
G. Sh. TsitsiashviliM. A. OsipovaPublished in: Probl. Inf. Transm. (2009)
Keyphrases
- parameter estimation
- product form
- queueing networks
- steady state
- maximum likelihood
- stationary distribution
- least squares
- markov random field
- model selection
- state dependent
- heavy traffic
- random fields
- em algorithm
- probability distribution
- parameter estimation algorithm
- long run
- maximum likelihood estimates
- expectation maximization
- posterior distribution
- arrival rate
- random variables
- gaussian distribution
- higher order
- marginal distributions
- single server
- computer vision
- queue length
- markov chain
- special case
- optical flow
- image processing
- neural network