Parallelized computation of compressed BEM matrices on multiprocessor computer clusters

Purpose - Various parallelization strategies are investigated to mainly reduce the computational costs in the context of boundary element methods and a compressed system matrix.Design methodology approach - Electrostatic field problems are solved numerically by an indirect boundary element method. T...

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Veröffentlicht in:Compel 2005-06, Vol.24 (2), p.468-479
Hauptverfasser: Buchau, André, Hafla, Wolfgang, Groh, Friedemann, Rucker, Wolfgang M.
Format: Artikel
Sprache:eng
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Zusammenfassung:Purpose - Various parallelization strategies are investigated to mainly reduce the computational costs in the context of boundary element methods and a compressed system matrix.Design methodology approach - Electrostatic field problems are solved numerically by an indirect boundary element method. The fully dense system matrix is compressed by an application of the fast multipole method. Various parallelization techniques such as vectorization, multiple threads, and multiple processes are applied to reduce the computational costs.Findings - It is shown that in total a good speedup is achieved by a parallelization approach which is relatively easy to implement. Furthermore, a detailed discussion on the influence of problem oriented meshes to the different parts of the method is presented. On the one hand the application of problem oriented meshes leads to relatively small linear systems of equations along with a high accuracy of the solution, but on the other hand the efficiency of parallelization itself is diminished.Research limitations implications - The presented parallelization approach has been tested on a small PC cluster only. Additionally, the main focus has been laid on a reduction of computing time.Practical implications - Typical properties of general static field problems are comprised in the investigated numerical example. Hence, the results and conclusions are rather general.Originality value - Implementation details of a parallelization of existing fast and efficient boundary element method solvers are discussed. The presented approach is relatively easy to implement and takes special properties of fast methods in combination with parallelization into account.
ISSN:0332-1649
2054-5606
DOI:10.1108/03321640510586105