This article discusses the use of parallel computers in the context of modern control engineering practices. It outlines potential advantages, the role of the control engineer, and suggests methodologies, with particular reference to the problem of simulating large-scale systems. Many of the ideas introduced are general enough to extend to a much wider class of problems.