This paper presents a comprehensive study and a new approach for optimization of the Hardware resource, there exists somenatural probabilistic models, e.g. Poisson process, Unigram model. The suggested framework allows us to explain the independentevents across multiple sites in terms of the Software as a Service (SaaS), Self-healed and self-adapted AutonomicComponents using highly optimized, secured, and expressiveness context formal language.