Reaño González, C.; Silla Jiménez, F.; Peña Monferrer, AJ.; Shainer, G.; Schultz, S.; Castello Gimeno, A.; Quintana Ortí, ES.... (2014). Boosting the performance of remote GPU virtualization using InfiniBand Connect-IB and PCIe 3.0. En 2014 IEEE International Conference on Cluster Computing (CLUSTER). IEEE. 266-267. https://doi.org/10.1109/CLUSTER.2014.6968737
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/66456
Título:
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Boosting the performance of remote GPU virtualization using InfiniBand Connect-IB and PCIe 3.0
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Autor:
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Reaño González, Carlos
Silla Jiménez, Federico
Peña Monferrer, Antonio José
Shainer, Gilad
Schultz, Scot
Castello Gimeno, Adrián
Quintana Ortí, Enrique Salvador
Duato Marín, José Francisco
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Entidad UPV:
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Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Universitat Politècnica de València. Departamento de Informática de Sistemas y Computadores - Departament d'Informàtica de Sistemes i Computadors
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Fecha difusión:
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Resumen:
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[EN] A clear trend has emerged involving the acceleration of scientific applications by using GPUs. However, the capabilities of these devices are still generally underutilized. Remote GPU virtualization techniques can ...[+]
[EN] A clear trend has emerged involving the acceleration of scientific applications by using GPUs. However, the capabilities of these devices are still generally underutilized. Remote GPU virtualization techniques can help increase GPU utilization rates, while reducing acquisition and maintenance costs. The overhead of using a remote GPU instead of a local one is introduced mainly by the difference in performance between the internode network and the intranode PCIe link. In this paper we show how using the new InfiniBand Connect-IB network adapters (attaining similar throughput to that of the most recently emerged GPUs) boosts the performance of remote GPU virtualization, reducing the overhead to a mere 0.19% in the application tested.
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Palabras clave:
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Bandwidth
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Graphics processing units
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Maintenance engineering
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Market research
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Performance evaluation
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Virtualization
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Derechos de uso:
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Reserva de todos los derechos
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ISBN:
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978-1-4799-5547-3
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Fuente:
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2014 IEEE International Conference on Cluster Computing (CLUSTER).
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DOI:
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10.1109/CLUSTER.2014.6968737
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Editorial:
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IEEE
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Versión del editor:
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http://dx.doi.org/10.1109/CLUSTER.2014.6968737
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Título del congreso:
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2014 IEEE International Conference on Cluster Computing (Cluster 2014)
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Lugar del congreso:
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Madrid, Spain
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Fecha congreso:
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September, 22-24, 2014
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Código del Proyecto:
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info:eu-repo/grantAgreement/GVA//PROMETEOII%2F2013%2F009/ES/DESARROLLO DE LIBRERIAS PARA GESTIONAR EL ACCESO A DISPOSITIVOS REMOTOS COMPARTIDOS EN SERVIDORES DE ALTAS PRESTACIONES/
info:eu-repo/grantAgreement/DOE//DE-AC02-06CH11357/
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Descripción:
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© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising 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.
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Agradecimientos:
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This work was funded by the Generalitat Valenciana under Grant PROMETEOII/2013/009 of the PROMETEO program phase II. This material is based upon work supported by the U. S. Department of Energy, Office of Science, Advanced ...[+]
This work was funded by the Generalitat Valenciana under Grant PROMETEOII/2013/009 of the PROMETEO program phase II. This material is based upon work supported by the U. S. Department of Energy, Office of Science, Advanced Scientific Computing Research (SC-21), under Contract No. DE-AC02-06CH11357. Authors from the Universitat Politècnica de València and Universitat Jaume I are grateful for the generous support provided by Mellanox Technologies.
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Tipo:
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Capítulo de libro
Comunicación en congreso
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