PARALLEL IMPLEMENTATION OF MONTE CARLO METHOD USING MPI ON THE EXAMPLE OF OIL DISPLACEMENT PROBLEM

DOI: https://doi.org/10.26577/JPCSIT.2023.v1.i2.07

Abstract

This article discusses the use of MPI technologies to speed up the calculation time of the oil displacement problem using the Monte Carlo method. The results of numerical simulation and Monte Carlo simulation are compared. The computation time and acceleration of the parallel algorithm with the help of different numbers of processes are obtained. Due to the lack of communication between the processors, the algorithm is very well parallelized and with an increase in the number of computing points, the speedup is also increases.





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Author Biographies

Kakybat Markaba, Kazakh-British Technical University, Kazakhstan, Almaty

 

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Dias Tilepbergenov, Al-Farabi Kazakh National University, Almaty, Kazakhstan

 

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Nurislam Kassymbek, Al-Farabi Kazakh National University, Almaty, Kazakhstan

 

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Published
2023-07-03
How to Cite
MARKABA, Kakybat; TILEPBERGENOV, Dias; KASSYMBEK, Nurislam. PARALLEL IMPLEMENTATION OF MONTE CARLO METHOD USING MPI ON THE EXAMPLE OF OIL DISPLACEMENT PROBLEM. Journal of problems in computer science and information technologies, [S.l.], v. 1, n. 2, july 2023. ISSN 2958-0846. Available at: <https://dslib.kaznu.kz/index.php/kaznu/article/view/47>. Date accessed: 22 nov. 2024. doi: https://doi.org/10.26577/JPCSIT.2023.v1.i2.07.
Citation Formats
Issue
Vol 1 No 2 (2023): Journal of problems in computer science and information technologies
Section
Articles