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A multiple bus multiprocessor network with overlapping connectivity is presented. An overlapping connectivity network allows each processor to directly reach a group of memory modules. The groups of memory modules of adjacent processors overlap. Using simulation, it is demonstrated that the bandwidth of the overlapping connectivity multiple bus network significantly exceeds that of a conventional multiple bus network when the memory modules requested are close.