A device, of a cloud computing environment, receives information associated with one or more computing resources of a local portion of the cloud computing environment, and receives, from a global allocator device, a request for placement of a computing resource element at a selected computing resource of the one or more computing resources. The device also determines, based on the information, whether the request can be satisfied by the selected computing resource, and places the requested computing resource element in the selected computing resource when the request can be satisfied by the selected computing resource. The device sends, to the global allocator device, a message indicating that the requested computing resource element has been successfully placed in the selected computing resource.