HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION

Detalhes bibliográficos
Autor(a) principal: Couto, Luiz Felipe Marchetti do
Data de Publicação: 2017
Outros Autores: Gomes, Henrique Campelo, Pimenta, Paulo de Mattos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Interdisciplinar de Pesquisa em Engenharia
Texto Completo: https://periodicos.unb.br/index.php/ripe/article/view/21422
Resumo: One of the biggest challenges of engineering is enablecomputational solutions that reduce processing time and provide more accurate numerical solutions. Proposals with several approaches that explore new ways of solving such problems or improve existing solutions emerge. Some of the areas dedicated to propose such improvements is the parallel and high performance computing. Techniques that improve the processing time, more efficient algorithms and faster computers open up new horizons allowing to perform tasks that were previously unfeasible or would take too long to complete. We can point out, among several areas of interest, Fluid Dynamics and Fluid-Structure Interaction. In this work it was developed a parallel computing architecture in order to solve numerical problems more efficiently, compared to sequential architecture (e.g. Fluid Dynamics and Fluid-Structure Interaction problems) and it is also possible to extend this architecture to solve different problems (e.g. Structural problems). The objective is to develop an efficient computational algorithm in scientific programming language C ++, based on previous work carried out in Computational Mechanics Laboratory (CML) at Polytechnic School at University of São Paulo, and later with the developed architecture, execute and investigate Fluid Dynamics and Fluid-Structure Interaction problems with the aid of CML computers. A sensitivity analysis is executed for different problems in order to assess the best combination of elements quantity and speedup, and then a perfomance comparison. Using only one GPU, we could get a 10 times speedup compared to a sequential software, using Finite Element with Immersed Boundary Method and a direct solver (PARDISO).
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spelling HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTIONFluid-Structure Interaction. Finite Elements. High Performance Computing. GPU. CUDA.One of the biggest challenges of engineering is enablecomputational solutions that reduce processing time and provide more accurate numerical solutions. Proposals with several approaches that explore new ways of solving such problems or improve existing solutions emerge. Some of the areas dedicated to propose such improvements is the parallel and high performance computing. Techniques that improve the processing time, more efficient algorithms and faster computers open up new horizons allowing to perform tasks that were previously unfeasible or would take too long to complete. We can point out, among several areas of interest, Fluid Dynamics and Fluid-Structure Interaction. In this work it was developed a parallel computing architecture in order to solve numerical problems more efficiently, compared to sequential architecture (e.g. Fluid Dynamics and Fluid-Structure Interaction problems) and it is also possible to extend this architecture to solve different problems (e.g. Structural problems). The objective is to develop an efficient computational algorithm in scientific programming language C ++, based on previous work carried out in Computational Mechanics Laboratory (CML) at Polytechnic School at University of São Paulo, and later with the developed architecture, execute and investigate Fluid Dynamics and Fluid-Structure Interaction problems with the aid of CML computers. A sensitivity analysis is executed for different problems in order to assess the best combination of elements quantity and speedup, and then a perfomance comparison. Using only one GPU, we could get a 10 times speedup compared to a sequential software, using Finite Element with Immersed Boundary Method and a direct solver (PARDISO).Programa de Pós-Graduação em Integridade de Materiais da Engenharia2017-08-22info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.unb.br/index.php/ripe/article/view/2142210.26512/ripe.v2i35.21422Revista Interdisciplinar de Pesquisa em Engenharia; Vol. 2 No. 35 (2016): FLUID STRUCTURE INTERACTION INNOVATE METHODS AND PHASE FIELD MODELS NUMERICAL; 113-134Revista Interdisciplinar de Pesquisa em Engenharia; v. 2 n. 35 (2016): FLUID STRUCTURE INTERACTION INNOVATE METHODS AND PHASE FIELD MODELS NUMERICAL; 113-1342447-6102reponame:Revista Interdisciplinar de Pesquisa em Engenhariainstname:Universidade de Brasília (UnB)instacron:UNBenghttps://periodicos.unb.br/index.php/ripe/article/view/21422/19752Copyright (c) 2019 Revista Interdisciplinar de Pesquisa em Engenharia - RIPEinfo:eu-repo/semantics/openAccessCouto, Luiz Felipe Marchetti doGomes, Henrique CampeloPimenta, Paulo de Mattos2019-05-23T17:38:54Zoai:ojs.pkp.sfu.ca:article/21422Revistahttps://periodicos.unb.br/index.php/ripePUBhttps://periodicos.unb.br/index.php/ripe/oaianflor@unb.br2447-61022447-6102opendoar:2019-05-23T17:38:54Revista Interdisciplinar de Pesquisa em Engenharia - Universidade de Brasília (UnB)false
dc.title.none.fl_str_mv HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
title HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
spellingShingle HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
Couto, Luiz Felipe Marchetti do
Fluid-Structure Interaction. Finite Elements. High Performance Computing. GPU. CUDA.
title_short HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
title_full HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
title_fullStr HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
title_full_unstemmed HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
title_sort HIGH PERFORMANCE COMPUTING ARCHITECTURE FOR FLUID DYNAMICS AND FLUID-STRUCTURE INTERACTION
author Couto, Luiz Felipe Marchetti do
author_facet Couto, Luiz Felipe Marchetti do
Gomes, Henrique Campelo
Pimenta, Paulo de Mattos
author_role author
author2 Gomes, Henrique Campelo
Pimenta, Paulo de Mattos
author2_role author
author
dc.contributor.author.fl_str_mv Couto, Luiz Felipe Marchetti do
Gomes, Henrique Campelo
Pimenta, Paulo de Mattos
dc.subject.por.fl_str_mv Fluid-Structure Interaction. Finite Elements. High Performance Computing. GPU. CUDA.
topic Fluid-Structure Interaction. Finite Elements. High Performance Computing. GPU. CUDA.
description One of the biggest challenges of engineering is enablecomputational solutions that reduce processing time and provide more accurate numerical solutions. Proposals with several approaches that explore new ways of solving such problems or improve existing solutions emerge. Some of the areas dedicated to propose such improvements is the parallel and high performance computing. Techniques that improve the processing time, more efficient algorithms and faster computers open up new horizons allowing to perform tasks that were previously unfeasible or would take too long to complete. We can point out, among several areas of interest, Fluid Dynamics and Fluid-Structure Interaction. In this work it was developed a parallel computing architecture in order to solve numerical problems more efficiently, compared to sequential architecture (e.g. Fluid Dynamics and Fluid-Structure Interaction problems) and it is also possible to extend this architecture to solve different problems (e.g. Structural problems). The objective is to develop an efficient computational algorithm in scientific programming language C ++, based on previous work carried out in Computational Mechanics Laboratory (CML) at Polytechnic School at University of São Paulo, and later with the developed architecture, execute and investigate Fluid Dynamics and Fluid-Structure Interaction problems with the aid of CML computers. A sensitivity analysis is executed for different problems in order to assess the best combination of elements quantity and speedup, and then a perfomance comparison. Using only one GPU, we could get a 10 times speedup compared to a sequential software, using Finite Element with Immersed Boundary Method and a direct solver (PARDISO).
publishDate 2017
dc.date.none.fl_str_mv 2017-08-22
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.unb.br/index.php/ripe/article/view/21422
10.26512/ripe.v2i35.21422
url https://periodicos.unb.br/index.php/ripe/article/view/21422
identifier_str_mv 10.26512/ripe.v2i35.21422
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.unb.br/index.php/ripe/article/view/21422/19752
dc.rights.driver.fl_str_mv Copyright (c) 2019 Revista Interdisciplinar de Pesquisa em Engenharia - RIPE
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Revista Interdisciplinar de Pesquisa em Engenharia - RIPE
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Programa de Pós-Graduação em Integridade de Materiais da Engenharia
publisher.none.fl_str_mv Programa de Pós-Graduação em Integridade de Materiais da Engenharia
dc.source.none.fl_str_mv Revista Interdisciplinar de Pesquisa em Engenharia; Vol. 2 No. 35 (2016): FLUID STRUCTURE INTERACTION INNOVATE METHODS AND PHASE FIELD MODELS NUMERICAL; 113-134
Revista Interdisciplinar de Pesquisa em Engenharia; v. 2 n. 35 (2016): FLUID STRUCTURE INTERACTION INNOVATE METHODS AND PHASE FIELD MODELS NUMERICAL; 113-134
2447-6102
reponame:Revista Interdisciplinar de Pesquisa em Engenharia
instname:Universidade de Brasília (UnB)
instacron:UNB
instname_str Universidade de Brasília (UnB)
instacron_str UNB
institution UNB
reponame_str Revista Interdisciplinar de Pesquisa em Engenharia
collection Revista Interdisciplinar de Pesquisa em Engenharia
repository.name.fl_str_mv Revista Interdisciplinar de Pesquisa em Engenharia - Universidade de Brasília (UnB)
repository.mail.fl_str_mv anflor@unb.br
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