Basic HTML version of Foils prepared February 13 00

Foil 18 Analytical analysis of Load Imbalance

From Master Set for Parallel Programming for Laplace's Equation CPS615 Spring Semester 00 -- February 00. by Geoffrey C. Fox


1 Consider N by N array of grid points on P Processors where ?P is an integer and they are arranged in a ?P by ?P topology
2 Suppose N is exactly divisible by ?P and a general processor has a grain size n = N2/P grid points
3 Sequential time T1 = (N-2)2 tcalc
4 Parallel Time TP = n tcalc
5 Speedup S = T1/TP = P (1 - 2/N)2 = P(1 - 2/?(nP) )2
6 S tends to P as N gets large at fixed P
7 This expresses analytically intuitive idea that load imbalance due to boundary effects and will go away for large N

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