High-Efficiency Specialized Support for Dense Linear Algebra Arithmetic in LuNA System

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

Аннотация

Automatic synthesis of efficient scientific parallel programs for supercomputers is in general a complex problem of system parallel programming. Therefore various specialized synthesis algorithms and heuristics are of use. LuNA system for automatic construction of distributed parallel programs provides a basis for accumulation of such algorithms to provide high-quality parallel programs generation in particular subject domains. If no specialized support is available in LuNA for given input, then the general synthesis algorithm is used, which does construct the required program, but its efficiency may be unsatisfactory. In the paper a specialized run-time system for LuNA is presented, which provides runtime support for dense linear algebra operations implementation on distributed memory multicomputers. Experimental results demonstrate, that automatically generated parallel programs of the class outperform corresponding ScaLAPACK library subroutines, which makes LuNA system practically applicable for generating high performance distributed parallel programs for supercomputers in the dense linear algebra application class.

Язык оригиналаанглийский
Название основной публикацииParallel Computing Technologies - 16th International Conference, PaCT 2021, Proceedings
РедакторыVictor Malyshkin
ИздательSpringer Science and Business Media Deutschland GmbH
Страницы143-150
Число страниц8
ISBN (печатное издание)9783030863586
DOI
СостояниеОпубликовано - 2021
Событие16th International Conference on Parallel Computing Technologies, PaCT 2021 - Kaliningrad, Российская Федерация
Продолжительность: 13 сен 202118 сен 2021

Серия публикаций

НазваниеLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Том12942 LNCS
ISSN (печатное издание)0302-9743
ISSN (электронное издание)1611-3349

Конференция

Конференция16th International Conference on Parallel Computing Technologies, PaCT 2021
СтранаРоссийская Федерация
ГородKaliningrad
Период13.09.202118.09.2021

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  • 1.02 КОМПЬЮТЕРНЫЕ И ИНФОРМАЦИОННЫЕ НАУКИ

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