1. A method for prioritizing computational work components included in a software application for execution within a parallel processing subsystem, the method comprising: receiving a current request from the software application to launch a computational work component within a stream; identifying a device priority associated with the stream; and submitting the computation work component to the parallel processing subsystem for execution within the stream at the device priority.