In an embodiment, a method of processing a request by a server computer system begins with a step of receiving an object. The object comprises the request, an exception criterion, and a recovery operation. The method continues with a step of determining that the server computer system is unable to fulfill the request due to an exception which meets the exception criterion. The method concludes with a step of applying the recovery operation to resolve the exception. In an embodiment, the server computer system comprises a resource management system for a shared computing environment and the object comprises a resource request object. The resource request object comprises a resource request, the exception criteria, and the recovery operation. The resource request indicates resources requested from the shared computing environment by a start time and for a time period.