Abstract
We discuss algorithms for global reduction (or combine) operations (e.g., global sums) for numbers of processors that need not be a power of 2, and implement these using standard message-passing techniques on distributed-memory parallel computers. We present performance results measured on an IBM RS/6000 SP parallel computer at UNI•C. Significant performance improvements are obtained by using a recursive doubling method with a vector splice/gather approach.
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B. Hammer and Ole H. Nielsen, Parallel Ab-Initio Molecular Dynamics in proceedings of the Workshop on Applied Parallel Computing in Physics, Chemistry and Engineering Science (PARA'95), August 21–24, 1995, ed. J. Wasniewski, Springer Lecture Notes in Computer Science, vol. 1041, pp. 295.
J. Bruck and C.-T. Ho, Efficient Global Combine Operations in Multi-Port Message-Passing Systems, Parallel Processing Letters vol. 3(4), pp. 335, 1993.
J. Bruck, C.-T. Ho, S. Kipnis, and D. Weathersby, Efficient Algorithms for All-to-All Communications in Multi-Port Message Passing Systems, manuscript.
IBM's RS/6000 SP documentation is available on WWW: URL:http://www.rs6000.ibm.com/software/sp.products/sp3.html.
IBM's Parallel Environment (PE) product, which includes the MPI library, is described on WWW: URL:http://www.rs6000.ibm.com/software/sp_products/pe.html.
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© 1996 Springer-Verlag Berlin Heidelberg
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Fragopoulou, P., Nielsen, O.H. (1996). Performance evaluation and modeling of reduction operations on the IBM RS/6000 SP parallel computer. In: Waśniewski, J., Dongarra, J., Madsen, K., Olesen, D. (eds) Applied Parallel Computing Industrial Computation and Optimization. PARA 1996. Lecture Notes in Computer Science, vol 1184. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-62095-8_29
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DOI: https://doi.org/10.1007/3-540-62095-8_29
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