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Boosting the performance of remote GPU virtualization using InfiniBand Connect-IB and PCIe 3.0

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Boosting the performance of remote GPU virtualization using InfiniBand Connect-IB and PCIe 3.0

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dc.contributor.author Reaño González, Carlos es_ES
dc.contributor.author Silla Jiménez, Federico es_ES
dc.contributor.author Peña Monferrer, Antonio José es_ES
dc.contributor.author Shainer, Gilad es_ES
dc.contributor.author Schultz, Scot es_ES
dc.contributor.author Castello Gimeno, Adrián es_ES
dc.contributor.author Quintana Ortí, Enrique Salvador es_ES
dc.contributor.author Duato Marín, José Francisco es_ES
dc.date.accessioned 2016-06-24T15:09:46Z
dc.date.available 2016-06-24T15:09:46Z
dc.date.issued 2014-09-22
dc.identifier.isbn 978-1-4799-5547-3
dc.identifier.uri http://hdl.handle.net/10251/66456
dc.description © 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. es_ES
dc.description.abstract [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. es_ES
dc.description.sponsorship 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. es_ES
dc.format.extent 2 es_ES
dc.language Inglés es_ES
dc.publisher IEEE es_ES
dc.relation.ispartof 2014 IEEE International Conference on Cluster Computing (CLUSTER) es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Bandwidth es_ES
dc.subject Graphics processing units es_ES
dc.subject Maintenance engineering es_ES
dc.subject Market research es_ES
dc.subject Performance evaluation es_ES
dc.subject Virtualization es_ES
dc.subject.classification ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES es_ES
dc.title Boosting the performance of remote GPU virtualization using InfiniBand Connect-IB and PCIe 3.0 es_ES
dc.type Capítulo de libro es_ES
dc.type Comunicación en congreso es_ES
dc.identifier.doi 10.1109/CLUSTER.2014.6968737
dc.relation.projectID 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/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/DOE//DE-AC02-06CH11357/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Informática de Sistemas y Computadores - Departament d'Informàtica de Sistemes i Computadors es_ES
dc.description.bibliographicCitation 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 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename 2014 IEEE International Conference on Cluster Computing (Cluster 2014) es_ES
dc.relation.conferencedate September, 22-24, 2014 es_ES
dc.relation.conferenceplace Madrid, Spain es_ES
dc.relation.publisherversion http://dx.doi.org/10.1109/CLUSTER.2014.6968737 es_ES
dc.description.upvformatpinicio 266 es_ES
dc.description.upvformatpfin 267 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.senia 271547 es_ES
dc.contributor.funder Generalitat Valenciana es_ES
dc.contributor.funder U.S. Department of Energy es_ES


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