A computer-implemented method for distributed management of computing resources may include (i) performing, by a computing device, an initial configuration of one or more computing resources connected to a network, (ii) detecting a request for a computing resource from a client daemon, (iii) based on the request, initializing a computing environment on the computing resource, (iv) maintaining an active state of the computing resource for a usage session by a client device, (v) detecting, from the client daemon, a notification of completion of the usage session, and (vi) in response to the notification of completion, reverting the computing resource to an initial state. Various other methods, systems, and computer-readable media are also disclosed.