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Integrating Reconfigurable Hardware-Based Grid for High Performance Computing

FPGAs have shown several characteristics that make them very attractive for high performance computing (HPC). The impressive speed-up factors that they are able to achieve, the reduced power consumption, and the easiness and flexibility of the design process with fast iterations between consecutive...

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Detalles Bibliográficos
Autores principales: Dondo Gazzano, Julio, Sanchez Molina, Francisco, Rincon, Fernando, López, Juan Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4385699/
https://www.ncbi.nlm.nih.gov/pubmed/25874241
http://dx.doi.org/10.1155/2015/272536
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author Dondo Gazzano, Julio
Sanchez Molina, Francisco
Rincon, Fernando
López, Juan Carlos
author_facet Dondo Gazzano, Julio
Sanchez Molina, Francisco
Rincon, Fernando
López, Juan Carlos
author_sort Dondo Gazzano, Julio
collection PubMed
description FPGAs have shown several characteristics that make them very attractive for high performance computing (HPC). The impressive speed-up factors that they are able to achieve, the reduced power consumption, and the easiness and flexibility of the design process with fast iterations between consecutive versions are examples of benefits obtained with their use. However, there are still some difficulties when using reconfigurable platforms as accelerator that need to be addressed: the need of an in-depth application study to identify potential acceleration, the lack of tools for the deployment of computational problems in distributed hardware platforms, and the low portability of components, among others. This work proposes a complete grid infrastructure for distributed high performance computing based on dynamically reconfigurable FPGAs. Besides, a set of services designed to facilitate the application deployment is described. An example application and a comparison with other hardware and software implementations are shown. Experimental results show that the proposed architecture offers encouraging advantages for deployment of high performance distributed applications simplifying development process.
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spelling pubmed-43856992015-04-13 Integrating Reconfigurable Hardware-Based Grid for High Performance Computing Dondo Gazzano, Julio Sanchez Molina, Francisco Rincon, Fernando López, Juan Carlos ScientificWorldJournal Research Article FPGAs have shown several characteristics that make them very attractive for high performance computing (HPC). The impressive speed-up factors that they are able to achieve, the reduced power consumption, and the easiness and flexibility of the design process with fast iterations between consecutive versions are examples of benefits obtained with their use. However, there are still some difficulties when using reconfigurable platforms as accelerator that need to be addressed: the need of an in-depth application study to identify potential acceleration, the lack of tools for the deployment of computational problems in distributed hardware platforms, and the low portability of components, among others. This work proposes a complete grid infrastructure for distributed high performance computing based on dynamically reconfigurable FPGAs. Besides, a set of services designed to facilitate the application deployment is described. An example application and a comparison with other hardware and software implementations are shown. Experimental results show that the proposed architecture offers encouraging advantages for deployment of high performance distributed applications simplifying development process. Hindawi Publishing Corporation 2015 2015-03-22 /pmc/articles/PMC4385699/ /pubmed/25874241 http://dx.doi.org/10.1155/2015/272536 Text en Copyright © 2015 Julio Dondo Gazzano et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Dondo Gazzano, Julio
Sanchez Molina, Francisco
Rincon, Fernando
López, Juan Carlos
Integrating Reconfigurable Hardware-Based Grid for High Performance Computing
title Integrating Reconfigurable Hardware-Based Grid for High Performance Computing
title_full Integrating Reconfigurable Hardware-Based Grid for High Performance Computing
title_fullStr Integrating Reconfigurable Hardware-Based Grid for High Performance Computing
title_full_unstemmed Integrating Reconfigurable Hardware-Based Grid for High Performance Computing
title_short Integrating Reconfigurable Hardware-Based Grid for High Performance Computing
title_sort integrating reconfigurable hardware-based grid for high performance computing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4385699/
https://www.ncbi.nlm.nih.gov/pubmed/25874241
http://dx.doi.org/10.1155/2015/272536
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