Optimal estimates for the operating parameters of an information web portal

We consider the problems of state estimation and Bayesian parameter identification for a stochastic model of an observation system that describes the evolution of one parameter of a web portal. Based on the thread pool control process analysis, we offer a mathematical model for the oscillations of the operating parameters for the portal's information sources as a nonlinear stochastic observation system of a special kind. We obtain solutions of the optimal estimation problem and give numerical results.