1. A method of modeling a service using a Bayesian network and status information in a distributed environment, the method comprising the operations of: creating a scenario for modeling at least one service; categorizing the service into models according to properties based on the scenario; setting interrelationships including a chronological relationship, a hierarchical relationship, and correlation between the categorized models; and deriving information including a service goal and status information with respect to the models and completing service modeling.