Scalable Fault Diagnosis in IP Networks using Graphical Models: A Variational Inference Approach.
Rajesh NarasimhaSouvik DihidarChuanyi JiSteven W. McLaughlinPublished in: ICC (2007)
Keyphrases
- fault diagnosis
- graphical models
- ip networks
- probabilistic graphical models
- exact inference
- approximate inference
- factor graphs
- probabilistic model
- exponential family
- belief propagation
- variational methods
- expert systems
- random variables
- network management
- probabilistic inference
- markov networks
- quality of service
- neural network
- bayesian networks
- conditional random fields
- bayesian inference
- structure learning
- fuzzy logic
- mobile networks
- belief networks
- message passing
- latent variables
- conditional independence
- gaussian process
- first order logic
- knowledge base