Introduction to the parallelization of algorithms and programs

Karpov V.E.
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Difference of software development for parallel computing technology from sequential programming is dicussed. Arguements for introduction of new phases into technology of software engineering are given. These phases are: decomposition of algorithms, assignment of jobs to performers, conducting and mapping of logical to physical performers. Issues of performance evaluation of algorithms are briefly discussed. Decomposition of algorithms and programs into parts that can be executed in parallel is dicussed.

Keywords: parallelization of algorithms and programs, decomposition, asymptotic analysis, graph, multilevel structure, Bernstein conditions, true dependence, dependence on the output data, antidependence, parallelizing cycles
Citation in English: Karpov V.E. Introduction to the parallelization of algorithms and programs // Computer Research and Modeling, 2010, vol. 2, no. 3, pp. 231-272
Citation in English: Karpov V.E. Introduction to the parallelization of algorithms and programs // Computer Research and Modeling, 2010, vol. 2, no. 3, pp. 231-272
DOI: 10.20537/2076-7633-2010-2-3-231-272
URL: http://crm-en.ics.org.ru/journal/article/1725/
Creative Commons License This work is licensed under a Creative Commons Attribution-NoDerivs 3.0 Unported License.
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