A multiparadigm parallel programming system is described in this paper. The system supports a specification language that can conveniently encode a fork-join graph by which many parallel applications are representable. The language, called parScript, mandates the separation of parallel control from sequential codes that perform the actual computation, resulting in a program that is concise, portable, and yet efficient. We investigate the feasibility of this approach by building a prototype system on a NUMA multiprocessor. Experimental data shows that the performance of parScript programs can be comparable to that of their C counterparts, both on uniprocessors and on NUMA multiprocessors.
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