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Analysis of Threading Libraries for High Performance Computing.

Authors :
Castello, Adrian
Gual, Rafael Mayo
Seo, Sangmin
Balaji, Pavan
Quintana-Orti, Enrique S.
Pena, Antonio J.
Source :
IEEE Transactions on Computers. Sep2020, Vol. 69 Issue 9, p1279-1292. 14p.
Publication Year :
2020

Abstract

With the appearance of multi-/many core machines, applications and runtime systems have evolved in order to exploit the new on-node concurrency brought by new software paradigms. POSIX threads (Pthreads) was widely-adopted for that purpose and it remains as the most used threading solution in current hardware. Lightweight thread (LWT) libraries emerged as an alternative offering lighter mechanisms to tackle the massive concurrency of current hardware. In this article, we analyze in detail the most representative threading libraries including Pthread- and LWT-based solutions. In addition, to examine the suitability of LWTs for different use cases, we develop a set of microbenchmarks consisting of OpenMP patterns commonly found in current parallel codes, and we compare the results using threading libraries and OpenMP implementations. Moreover, we study the semantics offered by threading libraries in order to expose the similarities among different LWT application programming interfaces and their advantages over Pthreads. This article exposes that LWT libraries outperform solutions based on operating system threads when tasks and nested parallelism are required. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*HIGH performance computing

Details

Language :
English
ISSN :
00189340
Volume :
69
Issue :
9
Database :
Academic Search Index
Journal :
IEEE Transactions on Computers
Publication Type :
Academic Journal
Accession number :
145035452
Full Text :
https://doi.org/10.1109/TC.2020.2970706