An architecture analyzer for managing a distributed system includes persistent storage and an entity identifier. The persistent storage stores a profile repository. The entity identifier obtains entity characteristics associated with an entity. The entity identifier performs an entity analysis of the entity characteristics using the profile repository to predict at least one candidate device type for the entity. The entity identifier remediates the entity based on the at least one candidate device type for the entity.