On the Parallel Strategies in Mathematical Modeling

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

2 Цитирования (Scopus)

Аннотация

The article considers parallel strategies and tactics at different stages of mathematical modeling. These technological steps include geometrical and functional modeling, discretization and approximation, algebraic solvers and optimization methods for inverse problems, postprocessing and visualization of numerical results, as well as decision-making systems. Scalable parallelism can be provided by combined application of MPI tools, multi-thread computing, vectorization, and the use of graphics accelerators. The general method to achieve high-performance computing consists in minimizing data communications, which are the most time and energy consuming. The construction of efficient parallel algorithms and code optimization is based on various approaches at different levels of computational schemes. The implementation of the biggest interdisciplinary direct and inverse problems in cloud computing technologies is considered. The corresponding applied software with a long life cycle is represented as integrated environment oriented to large groups of end users.

Язык оригиналаанглийский
Название основной публикацииParallel Computational Technologies - 11th International Conference, PCT 2017, Revised Selected Papers
РедакторыL Sokolinsky, M Zymbler
ИздательSpringer-Verlag GmbH and Co. KG
Страницы73-85
Число страниц13
Том753
ISBN (печатное издание)9783319670348
DOI
СостояниеОпубликовано - 1 янв 2017
Событие11th International Conference on Parallel Computational Technologies, PCT 2017 - Kazan, Российская Федерация
Продолжительность: 3 апр 20177 апр 2017

Серия публикаций

НазваниеCommunications in Computer and Information Science
Том753
ISSN (печатное издание)1865-0929

Конференция

Конференция11th International Conference on Parallel Computational Technologies, PCT 2017
СтранаРоссийская Федерация
ГородKazan
Период03.04.201707.04.2017

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