Methods, systems, and computer readable mediums for identifying components of a computing system are disclosed. According to one exemplary embodiment, a method for identifying a component of a computing system occurs at a component. The method includes receiving, while the component is in a low power state, a request for identification information about the component from a requesting entity and in response to receiving the request for the identification information, sending the identification information about the component to the requesting entity.