The progressive trends of modern information technologies lead to the constant growth of complexity of information systems and call for their high performance. Stochastic nature of flows that information systems necessity to serve and presence of stochastic internal processes that influence their behavior rationalizes the use of probabilistic modeling and Statistical simulation when one needs to analyze their performance. Despite increasing complexity evident requirement for system’s high performance which safeguards advanced methods of modeling and simulation.
- Multivariate and bayesian Inference
- Decision theory and sampling theory
- Regression analysis estimation theory
- Simulation, parametric and nonparametric inference