Control Systems and Computers, N3, 2023, Article 6
https://doi.org/10.15407/csc.2023.03.061
Control Systems and Computers, 2023, Issue 3 (303), pp. 61-68.
UDC 004.42
V.V. ZOSIMOV, PhD (Eng.) Sciences, Professor, Department of Applied Information Systems, Taras Shevchenko National University of Ukraine, ORCID: https://orcid .org/0000-0003-0824-4168, Bohdan Hawrylyshyn, str. 24, Kyiv, 04116, Ukraine, zosimovvv@gmail.com
O.S. BULGAKOVA, PhD (Ehg.), Sciences, Associate Professor, Department of Applied Information Systems, Taras Shevchenko National University of Ukraine, ORCID: https://orcid .org/0000-0002-6587-8573; Bohdan Hawrylyshyn str. 24, Kyiv, 04116, Ukraine, sashabulgakova2@gmail.com
OPTIMIZING COMPUTATIONAL PERFORMANCE WITH OPENMP PARALLEL PROGRAMMING TECHNIQUES
The article presents a study of parallel computing, specifically comparing the performance of OpenMP in C++ and Python. Furthermore, the technologies of OpenMP and TPL (C++, C#) are contrasted. Performance indicators were established that showcase the advantages and disadvantages of each methodology. In addition to the numerical data, the research provides insights into the peculiarities of each parallel computing model, which can assist developers in choosing the right tool.
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Keywords: Parallel computing, OpenMP, TPL, C++, Python, threads, parallelism.
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Received 19.09.2023
