Some applications of importance sampling to dependability analysis
We review during this presentation the general principles of Importance Sampling (IS) variance reduction technique and describe how it can be applied to various dependability models. A particular focus will be on our existing works on zero-variance importance sampling approximation techniques applied to this context and its combination with other known variance reduction techniques.
- Presentation