Runtime Monitoring of Functional Component Changes with Behavior Models

We consider the problem of run-time discovery and continuous monitoring of new components that live in an open environment. We focus on extracting a formal model—which may not be available— by observing the behavior of the running component. We show how the model built at run time can be enriched through new observations (dynamic model update). We also use the inferred model to perform runtime verification. That is, we try to identify if any changes are made to the component that modify its original behavior, contradict the previous observations, and invalidate the inferred model.