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Local Basic Linear Algebra Subroutines (LBLAS) for the CM–5/5E
KTH, School of Computer Science and Communication (CSC), Centres, Centre for High Performance Computing, PDC. (Parallelldatorcentrum)
1996 (English)In: International Journal of Supercomputer Applications, Vol. 10, no 4, 300-335 p.Article in journal (Refereed) Published
Abstract [en]

The Connection Machine Scientific Software Library (CMSSL) is a library of scientific routines designed for distributed memory architectures, The basic linear algebra subroutines (BLAS) of the CMSSL have been implemented as a two-level structure to exploit optimizations local to nodes and across nodes. This paper presents the implementation considerations and performance of the local BLAS, or BLAS local to each node of the system. A wide variety of loop structures and unrollings have been implemented in order to achieve a uniform and high performance, irrespective of the data layout in node memory. The CMSSL is the only existing high performance library capable of supporting both the data parallel and message-passing modes of programming a distributed memory computer. The implications of implementing BLAS on distributed memory computers are considered in this light.

Place, publisher, year, edition, pages
Sage Publications, 1996. Vol. 10, no 4, 300-335 p.
Keyword [en]
MODEL IMPLEMENTATION; TEST PROGRAMS; EXTENDED SET; SUBPROGRAMS
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:kth:diva-90976DOI: 10.1177/109434209601000403OAI: oai:DiVA.org:kth-90976DiVA: diva2:507625
Note
NR 20140805Available from: 2012-03-05 Created: 2012-03-05Bibliographically approved

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