An exemplary method (which can be computer implemented) for problem determination and resolution includes the steps of detecting anomalous changes in an environment for which a problem diagnosis is to be provided, generating domain specific key words and predicates based, at least in part, on the detected anomalous changes, searching in a knowledge resolution repository for solutions related to the generated key words and predicates, and generating a particular solution for the problem, based, at least in part, on the solutions from the knowledge resolution repository