Computational force, also called computational intensity, is a unifying concept for understanding the performance of parallel numerical algorithms. Dimensional analysis reduces a formula for execution time, from a paper by Stewart, to an exercise in differential geometry for a single efficiency surface. Different machines move on the surface along different paths defined by curvilinear coordinates that depend on ratios of hardware forces to software forces.
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