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Data Parallelism In Parallel Computing Pdf Download

 
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MessagePosté le: Ven 28 Oct - 22:13 (2016)    Sujet du message: Data Parallelism In Parallel Computing Pdf Download Répondre en citant




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Data Parallelism In Parallel Computing Pdf Download


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^ "SIMD/Vector/GPU" (PDF). Hillis, W. Open Multi Processing[6] (Open MP): Its an Application Programming Interface (API) which supports shared memory programming models on multiple platforms of multiprocessor systems . CUDA: CUDA is another parallel computing API platform designed by Nvidia to allow a software engineer to utilize GPUs computational units. Parallelization of the matrix multiplication code is achieved by using OpenMP. Data parallel programming environments[edit].

Steps to parallelization[edit]. The program expressed in pseudocode belowwhich applies some arbitrary operation, foo, on every element in the array dillustrates data parallelism:[nb 1]. Retrieved 2016-09-07. //Array addition for(i=0;i<n;i++) { c[i]=a[i]+b[i]; } . ^ Some input data (e.g. Type Description Decomposition The program is broken down into tasks, the smallest exploitable unit of concurrence. Data Parallel job execution . If the following programs were executed sequentially, the time taken to calculate the result would be of the O ( n 3 ) {displaystyle O(n^{3})} (assuming row lengths and column lengths of both matrices are n) and O ( n ) {displaystyle O(n)} for multiplication and addition respectively.

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