Methods, systems, and apparatus, including computer program products, for discovering entities in a first portion of a data center network, examining information associated with the discovered entities to determine relationships that exist between pairs of entities in the first portion of the data center network, and generating a specification of the relationships that exist between pairs of entities in the first portion of the data center network based on results of the examining.