A Framework for Solving Linear Systems of Equations using Openmp and CudaJournal: International Journal of Linguistics and Computational Applications (Vol.2, No. 1)
Publication Date: 2015-03-10
Authors : Sai Sruthi Arivazhagan N;
Page : 10-13
Keywords : Graphics processing unit; Compute unified development architecture; Parallelization; Congugate gradient;
Explaining frameworks of linear equations are presumably a standout amongst the most investigative applications of linear algebra. Direct techniques for registering the arrangement of such frameworks can be exceptionally extravagant because of high memory necessities and computational expense. This is a decent motivation to utilize iterative techniques which processes just an estimate of the arrangement. This paper overhauls one of the iterative strategies for direct frameworks of linear systems of equation on a cuda platform and openmp platform. It analyzes how quick the parallel code runs than that of serial code furthermore looks at the cpu and gpu based parallel computing.
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