Analyzing Product-Form Stochastic Networks Via Factor Graphs and the Sum-Product Algorithm.
Jian NiSekhar TatikondaPublished in: IEEE Trans. Commun. (2007)
Keyphrases
- message passing
- sum product algorithm
- factor graphs
- product form
- steady state
- state dependent
- belief propagation
- queueing networks
- approximate inference
- graphical models
- probabilistic inference
- stationary distribution
- distributed systems
- social networks
- optimal policy
- network structure
- latent variables
- queue length
- markov random field
- exact inference
- random variables
- sufficient conditions
- markov chain
- reinforcement learning