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Analysis of threading libraries for high performance computing

Authors :
Universitat Politècnica de València. Departamento de Informática de Sistemas y Computadores - Departament d'Informàtica de Sistemes i Computadors
European Commission
Generalitat Valenciana
U.S. Department of Energy
European Regional Development Fund
Ministerio de Economía y Competitividad
Castelló, Adrián
Mayo Gual, Rafael
Seo, Sangmin
Balaji, Pavan
Quintana Ortí, Enrique Salvador
Peña, Antonio J.
Universitat Politècnica de València. Departamento de Informática de Sistemas y Computadores - Departament d'Informàtica de Sistemes i Computadors
European Commission
Generalitat Valenciana
U.S. Department of Energy
European Regional Development Fund
Ministerio de Economía y Competitividad
Castelló, Adrián
Mayo Gual, Rafael
Seo, Sangmin
Balaji, Pavan
Quintana Ortí, Enrique Salvador
Peña, Antonio J.
Publication Year :
2020

Abstract

© 2020 IEEE. Personal use of this material is permitted. Permissíon from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertisíng or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.<br />[EN] 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.

Details

Database :
OAIster
Notes :
TEXT, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1273083031
Document Type :
Electronic Resource