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Benchmarking, running a set of well-known programs on a machine to compare its performance with that of others, is explained, and the problems involved in its use are outlined. Suggestions for avoiding the pitfalls of benchmarking are provided. The need to take into account user-friendliness is highlighted. A hierarchical approach to evaluation is described.
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Dongarra et al. (1987) studied this question.
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