The management of computational resources of coprocessors to facilitate efficient execution of multiple applications in a multitasking environment is accomplished by enabling multiple threads of execution to compose command buffers in parallel, submitting those command buffers for scheduling and dispatch by the operating system, and fielding interrupts that notify of completion of command buffers, the system enables multiple applications to efficiently share the computational resources available in the system.