An out-of-core sparse symmetric-indefinite factorization method

We present a new out-of-core sparse symmetric-indefinite factorization algorithm. The most significant innovation of the new algorithm is a dynamic partitioning method for the sparse factor. This partitioning method results in very low I/O traffic and allows the algorithm to run at high computationa...

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Veröffentlicht in:ACM transactions on mathematical software 2006-09, Vol.32 (3), p.445-471
Hauptverfasser: MESHAR, Omer, IRONY, Drop, TOLEDO, Sivan
Format: Artikel
Sprache:eng
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Zusammenfassung:We present a new out-of-core sparse symmetric-indefinite factorization algorithm. The most significant innovation of the new algorithm is a dynamic partitioning method for the sparse factor. This partitioning method results in very low I/O traffic and allows the algorithm to run at high computational rates, even though the factor is stored on a slow disk. Our implementation of the new code compares well with both high-performance in-core sparse symmetric-indefinite codes and a high-performance out-of-core sparse Cholesky code.
ISSN:0098-3500
1557-7295
DOI:10.1145/1163641.1163645