Evaluation of computational efficiency by the method of parallelization in a multi-core CPU’s in a large data array
F A AlisherovS Q IskandarovPhd researcher, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Amir Timur, 108, 100200 Tashkent, UzbekistanSaida KhamraevaUrgench branch of Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, 110, al-Khwarizmi str., 220100, Urgench, UzbekistanBonura B. NurmetovaUrgench branch of Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, 110, al-Khwarizmi str., 220100, Urgench, Uzbekistan
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Abstract
Abstract Nowadays, with the rapid growth of data, there is a growing demand for large-scale data processing. This data processing, led to the development of computers. These include the development of computer processors, cores. This article explores the effectiveness of Microsoft framework-based parallel extension for multi-core processors for fast Fourier Transform (FFT) in fast multi-faceted computing paradigms. We have a very large number of threads as a multi-thread paradigm, and the cost of switching between threads is minimal. The global nature of computational and transactional equilibrium and built-in communication models in the parallel FFT algorithm makes it an ideal candidate for multidimensional platforms.
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