Aspects of the subject matter described herein relate to model based application management. In aspects, models are defined that include structural and behavioral characteristics, rules, relations, and so forth between entities of an application. An instruction regarding a management function is received. The models are used to generate actions that when executed manage the application in accordance with the instruction.