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A family of parallel QR factorization algorithms

โœ Scribed by Meyer, Gerard G.L.; Pascale, Mike


Publisher
John Wiley and Sons
Year
1996
Tongue
English
Weight
624 KB
Volume
8
Category
Article
ISSN
1040-3108

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โœฆ Synopsis


Rapid computation of the QR factorization of a matrix is fundamental to many scientific and engineering problems. The paper presents a family of algorithms parameterized by the number of processors available P, arithmetic grain aggregation parameters gl ,@, . . . ,gp, and communication grain aggregation parameter h, which compute the QR factorization of a matrix A E Cmx" with minimal latency. The approach is particularly well suited for dedicated distributed memory architectures such as linear arrays of INMOS Tkansputers, Texas Instruments C40s or Analog Devices 21060s.


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