Diagnosis of Service Failures by Probabilistic Inference with Runtime Activity Dependences.
Rong ChenYaqing LiuXin GeHui LiPublished in: SATE (2016)
Keyphrases
- probabilistic inference
- graphical models
- context specific independence
- conditional probabilities
- bayesian networks
- influence diagrams
- weighted model counting
- belief networks
- message passing
- efficient inference
- probabilistic reasoning
- approximate inference
- bayesian belief networks
- bucket elimination
- exact inference
- junction tree
- probabilistic model
- variable elimination
- elimination algorithm
- prior knowledge
- model based diagnosis
- machine learning
- random variables