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A New Technique for 3-D Domain Decomposition on Multicomputers which Reduces Message-Passing

Published: 15 April 1996 Publication History

Abstract

Algorithms for many geometric and physical algorithms rely on a decomposition of 3-D space. The cubical decomposition that is typically used can lead to costly communication overheads when implemented on multicomputers since each cubical cell is adjacent to, and may interact with, as many as 26 neighbouring cells. We explore an alternate decomposition based on truncated octahedra that, along with other advantages, reduces message passing. The cost of implementing the communication structure resulting from this decomposition on low degree regular communication networks is studied. We show that this structure can be embedded with dilation 2 onto a 3-D mesh. A dilation 3 embedding onto a regular graph is also presented.

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H. Coxeter. Regular Polytopes. Pitman Publishing Co., New York, Chicago, 1947.
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G. Fox, M. Johnson, G. Lyzenga, S. Otto, J. Salmon, and D. Walker, Solving: Problems on Concurrent Processors. Prentice Hall, Engleiwood Cliffs, New Jersey, 1988.
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M. Nakagawa, T. Mori, and M. Sasaki. Hexagonal lattice geometry for monte carlo calculations. Ann. Nuclear Energy, 18(8):467-477, 1991.
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A. L. Rosenberg. Issues in the study of graph embeddings. In H. Noltemeier, editor, Graph-Theoretic Concepts in Computer Science (Proc. of the Int. Workshop WG80), pages 151- 176. Springer-Verlag, New York, 1981. Lecture Notes in Computer Science 100.

Cited By

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  • (2001)A Unified Formulation of Honeycomb and Diamond NetworksIEEE Transactions on Parallel and Distributed Systems10.1109/71.89994012:1(74-80)Online publication date: 1-Jan-2001

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cover image Guide Proceedings
IPPS '96: Proceedings of the 10th International Parallel Processing Symposium
April 1996
851 pages
ISBN:0818672552

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IEEE Computer Society

United States

Publication History

Published: 15 April 1996

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  • (2001)A Unified Formulation of Honeycomb and Diamond NetworksIEEE Transactions on Parallel and Distributed Systems10.1109/71.89994012:1(74-80)Online publication date: 1-Jan-2001

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