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Abstract: This paper discusses the design of linear algebra libraries for high performance computers. Particular emphasis is placed on the development of scalable algorithms for MIMD distributed memory concurrent computers. A brief description of the EISPACK, LINPACK, and LAPACK libraries is given, followed by an outline of ScaLAPACK, which is a distributed memory version of LAPACK currently under development. The importance of block-partitioned algorithms in reducing the frequency of data movement... (Update)
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BibTeX entry: (Update)
J. Dongarra and D. Walker. Software Libraries for Linear Algebra Computations on High Performance Computers. SIAM Review, 37(2):151--180, 1995. http://citeseer.ist.psu.edu/article/dongarra95software.html More
@article{ dongarra95software,
author = "Jack J. Dongarra and David W. Walker",
title = "Software libraries for linear algebra computations on high performance computers",
journal = "SIAM Review",
volume = "37",
number = "2",
pages = "151--180",
year = "1995",
url = "citeseer.ist.psu.edu/article/dongarra95software.html" }
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