MATHEMATICAL AND TECHNICAL ISSUES OF NUMERICAL METHODS’ PARALLELIZATION

The purpose of the article is to discuss issues related to parallel programming for numerical methods speedup. We consider some mathematical models of parallelization’s efficiency. We pay the most attention to the modern modifications of the Amdahl’s law. Besides, we characterize the main problems of numerical methods’ parallelization. Technologies of numerical methods’ parallelization are also analyzed. We mention some parallelization technologies for C++ and C# languages. Finally, we discuss difficulties related to teaching of numerical methods’ parallelization.

Authors

Publication Details

Journal
CURRENT PROBLEMS OF TEACHING MATHEMATICS AT TECHNICAL UNIVERSITY
Published
2025-01-01
DOI
https://doi.org/10.25206/2307-5430-2025-12-10-14
Primary Topic
Matrix Theory and Algorithms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

MATHEMATICAL AND TECHNICAL ISSUES OF NUMERICAL METHODS’ PARALLELIZATION

A.G. BELOUSOV
CURRENT PROBLEMS OF TEACHING MATHEMATICS AT TECHNICAL UNIVERSITY
Matrix Theory and Algorithms
article

MATHEMATICAL AND TECHNICAL ISSUES OF NUMERICAL METHODS’ PARALLELIZATION

A.G. BELOUSOV
article en

Abstract

The purpose of the article is to discuss issues related to parallel programming for numerical methods speedup. We consider some mathematical models of parallelization’s efficiency. We pay the most attention to the modern modifications of the Amdahl’s law. Besides, we characterize the main problems of numerical methods’ parallelization. Technologies of numerical methods’ parallelization are also analyzed. We mention some parallelization technologies for C++ and C# languages. Finally, we discuss difficulties related to teaching of numerical methods’ parallelization.

CURRENT PROBLEMS OF TEACHING MATHEMATICS AT TECHNICAL UNIVERSITY(12)
Openalex Percentile: Top 84%
Matrix Theory and Algorithms
DOISourceOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

MATHEMATICAL AND TECHNICAL ISSUES OF NUMERICAL METHODS’ PARALLELIZATION — A.G. BELOUSOV · CURRENT PROBLEMS OF TEACHING MATHEMATICS AT TECHNICAL UNIVERSITY (2025) | TGRS Research Map | TGRS