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A prototype of a scalable multi-GPU molecular dynamics simulator for large molecular systems

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

1 Cita (Scopus)

Resumen

Parallel architectures, in the form of multi-core or multiple computers, have produced a major impact in the field of information technology. GPU devices, as an extreme example of parallel architectures, have been adapted to enable generic computation in massively parallel architectures. Molecular dynamics is a problem that fits perfectly such architectures, as it relies on the computation of many similar interactions between atoms. Moreover, large molecular systems require resources that exceed those available in a single computer, even multi-GPU computers. Therefore, the ideal architecture to simulate molecular dynamics is a distributed multi-GPU cluster, which consists of multiple interconnected computers with one or more GPUs each. A molecular dynamics simulation usually needs days, and even weeks of computation time to produce results that represent only a few microseconds of atom interactions. In contrast, distributed multi-GPU clusters allows us to develop an efficient and scalable simulator. This paper aims to develop a prototype of a molecular dynamics simulator for large molecular systems. It uses the GPU as the main computing device, using only the CPU to control the workflow. We have implemented parallel processing techniques to develop a fully scalable system.

Idioma originalInglés
Título de la publicación alojada28th Spanish Computer Graphics Conference, CEIG 2018
EditoresIgnacio Garcia-Fernandez, Carlos Urena
EditorialThe Eurographics Association
Páginas25-28
Número de páginas4
ISBN (versión digital)9783038680673
DOI
EstadoPublicada - 2018
Publicado de forma externa
Evento28th Spanish Computer Graphics Conference, CEIG 2018 - Madrid, Espana
Duración: 27 jun 201829 jun 2018

Serie de la publicación

Nombre28th Spanish Computer Graphics Conference, CEIG 2018

Conferencia

Conferencia28th Spanish Computer Graphics Conference, CEIG 2018
País/TerritorioEspana
CiudadMadrid
Período27/06/1829/06/18

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