Comparative Efficiency Analysis of MPI Blocking and Non-blocking Communications with Coarray Fortran

Galina Reshetova, Vladimir Cheverda, Vitaly Koinov

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

Аннотация

The MPI is the most widespread data exchange interface standard used in parallel programming for clusters and supercomputers with many computer platforms. The primary means of the MPI communication between processes is passing messages based on basic point-to-point blocking and non-blocking routines. The choice of the optimal implementation of exchanges is essential to minimize the idle and transmission times to achieve parallel algorithm efficiency. We used three realizations of data exchange processes based on blocking, non-blocking point-to-point MPI routines and new features of the Coarray Fortran technique to determine the most efficient parallelization strategy. For the study, the two-dimensional wave equation was used as a test problem. During the experiments, the problem size and the approaches to the data exchange for transferring data between processes were changed. For each version, we measured the computation time and the acceleration factor. The research carried out shows that the larger the problem size, the greater the benefits of delayed non-blocking routines and Coarray Fortran. The efficiency of delayed non-blocking operations is due to overlapping the data transfer in the computations background. The Coarray Fortran acceleration is achieved by using Coarray variables with shared memory. The Coarray approach starts to win with the growth of problem size.

Язык оригиналаанглийский
Название основной публикацииSupercomputing - 7th Russian Supercomputing Days, RuSCDays 2021, Revised Selected Papers
РедакторыVladimir Voevodin, Sergey Sobolev
ИздательSpringer Science and Business Media Deutschland GmbH
Страницы322-336
Число страниц15
ISBN (электронное издание)978-3-030-92864-3
ISBN (печатное издание)978-3-030-92863-6
DOI
СостояниеОпубликовано - 2021
Событие7th Russian Supercomputing Days Conference, RuSCDays 2021 - Moscow, Российская Федерация
Продолжительность: 27 сен 202128 сен 2021

Серия публикаций

НазваниеCommunications in Computer and Information Science
Том1510 CCIS
ISSN (печатное издание)1865-0929
ISSN (электронное издание)1865-0937

Конференция

Конференция7th Russian Supercomputing Days Conference, RuSCDays 2021
СтранаРоссийская Федерация
ГородMoscow
Период27.09.202128.09.2021

Предметные области OECD FOS+WOS

  • 1.02 КОМПЬЮТЕРНЫЕ И ИНФОРМАЦИОННЫЕ НАУКИ
  • 1.01 МАТЕМАТИКА

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