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Graph Partitioning in Scientific Simulations: Multilevel Schemes versus Space-Filling Curves

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Parallel Computing Technologies (PaCT 2003)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2763))

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Abstract

Using space-filling curves to partition unstructured finite element meshes is a widely applied strategy when it comes to distributing load among several computation nodes. Compared to more elaborated graph partitioning packages, this geometric approach is relatively easy to implement and very fast. However, results are not expected to be as good as those of the latter, but no detailed comparison has ever been published. In this paper we will present results of our experiments comparing the quality of partitionings computed with different types of space-filling curves to those generated with the graph partitioning package Metis.

This work was partly supported by the German Science Foundation (DFG) project SFB-376 and by the IST Program of the EU under contract number IST-1999-14186 (ALCOM-FT).

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Schamberger, S., Wierum, JM. (2003). Graph Partitioning in Scientific Simulations: Multilevel Schemes versus Space-Filling Curves. In: Malyshkin, V.E. (eds) Parallel Computing Technologies. PaCT 2003. Lecture Notes in Computer Science, vol 2763. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45145-7_14

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  • DOI: https://doi.org/10.1007/978-3-540-45145-7_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40673-0

  • Online ISBN: 978-3-540-45145-7

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