Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters

This work presents a simple but effective approach for two representative linear algebra operations to be solved in parallel on Ethernet-based clusters: matrix multiplication and LU matrix factorization. The main objectives of this approach are: simplicity and performance optimization. The approach...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Tinetti, Fernando Gustavo, Denham, Mónica Malén, De Giusti, Armando Eduardo
Formato:	Objeto de conferencia
Lenguaje:	Español
Publicado:	2003
Materias:	Informática Cluster Computing Parallel Linear Algebra Computing Communication Performance Parallel algorithms High Performance Computing
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/137418
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-137418
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Español
topic	Informática Cluster Computing Parallel Linear Algebra Computing Communication Performance Parallel algorithms High Performance Computing
spellingShingle	Informática Cluster Computing Parallel Linear Algebra Computing Communication Performance Parallel algorithms High Performance Computing Tinetti, Fernando Gustavo Denham, Mónica Malén De Giusti, Armando Eduardo Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters
topic_facet	Informática Cluster Computing Parallel Linear Algebra Computing Communication Performance Parallel algorithms High Performance Computing
description	This work presents a simple but effective approach for two representative linear algebra operations to be solved in parallel on Ethernet-based clusters: matrix multiplication and LU matrix factorization. The main objectives of this approach are: simplicity and performance optimization. The approach is completed at a lower level by including a broadcast routine based directly on top of UDP to take advantage of the Ethernet physical broadcast facility. The performance of the proposed algorithms implemented on Ethernet-based clusters is compared with the performance obtained with the ScaLAPACK library, which is taken as having highly optimized algorithms for distributed memory parallel computers in general and clusters in particular.
format	Objeto de conferencia Objeto de conferencia
author	Tinetti, Fernando Gustavo Denham, Mónica Malén De Giusti, Armando Eduardo
author_facet	Tinetti, Fernando Gustavo Denham, Mónica Malén De Giusti, Armando Eduardo
author_sort	Tinetti, Fernando Gustavo
title	Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters
title_short	Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters
title_full	Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters
title_fullStr	Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters
title_full_unstemmed	Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters
title_sort	parallel matrix multiplication and lu factorization on ethernet-based clusters
publishDate	2003
url	http://sedici.unlp.edu.ar/handle/10915/137418
work_keys_str_mv	AT tinettifernandogustavo parallelmatrixmultiplicationandlufactorizationonethernetbasedclusters AT denhammonicamalen parallelmatrixmultiplicationandlufactorizationonethernetbasedclusters AT degiustiarmandoeduardo parallelmatrixmultiplicationandlufactorizationonethernetbasedclusters
bdutipo_str	Repositorios
_version_	1764820456946270209

Parallel Matrix Multiplication and LU Factorization on Ethernet-Based Clusters

Ejemplares similares