In the paper, we analyse challenges associated with parallel programming for common
networks of computers (NoCs) that are, unlike dedicated parallel computer systems,
inherently heterogeneous and unreliable. This analysis results in description of main
features of an ideal parallel program for NoCs. We also outline some recent parallel
programming tools, which try and respond to some of the challenges
