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PARALLEL TWO-STAGE REDUCTION TO HESSENBERG-TRIANGULAR FORM

delete2024-03-28
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T
Thijs Steel *
R
Raf Vandebril
DOI:10.1137/23M1547093delete
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Abstract

Abstract

En 中文
We present a two-stage algorithm for the parallel reduction of a pencil to Hessenb erg- triangular form. Traditionally, two-stage Hessenberg-triangular reduction algorithms achieve high performance in the first stage but struggle to achieve high performance in the second stage. Our algorithm extends techniques described by Karlsson et al. [Parallel Comput., 37 (2011), pp. 771--782] to also achieve high performance in the second stage. Experiments in a shared memory environment demonstrate that the algorithm can outperform state-of-the-art sequential algorithms using parallel BLAS. Future work will need to determine whether our algorithm can also outperform parallelized versions of these algorithms.
Keywords:
words. generalized eigenvalues
Hessenb erg-triangular
parallel algorithm

Journal

SIAM Journal on Scientific Computing cover
SIAM Journal on Scientific Computing
IF:
2.6
Papers:
5.1K
Citations:
1.8W

Organization

K
KU Leuven
Scholars:
5.7W
Papers: 5.2W
Citations: 8.1W