Redistribution strategies for portable parallel FFT: a case study |
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Authors: | Anshu Dubey Daniele Tessera |
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Affiliation: | 1. Astronomy & Astrophysics, University of Chicago, 5640 S. Ellis Ave., Chicago, IL 60637, U.S.A.;2. Dipartimento di Informatica e Sistemistica, Università degli Studi di Pavia, I-27100 Pavia, Italy |
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Abstract: | The best approach to parallelize multidimensional FFT algorithms has long been under debate. Distributed transposes are widely used, but they also vary in communication policies and hence performance. In this work we analyze the impact of different redistribution strategies on the performance of parallel FFT, on various machine architectures. We found that some redistribution strategies were consistently superior, while some others were unexpectedly inferior. An in-depth investigation into the reasons for this behavior is included in this work. Copyright © 2001 John Wiley & Sons, Ltd. |
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Keywords: | FFT distributed transpose MPI communication policy |
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