1. A method for modeling and evaluating impact on service components, comprising: annotating a sequence diagram that describes a plurality of service components and flow of transaction between the service components; and deriving a plurality of input parameters to a Markov model from the annotated sequence diagram for determining impact on one or more of the plurality of service components.