Show simple item record

dc.contributor.authorFuentes Saez, Pablo 
dc.contributor.authorBosque Orero, José Luis 
dc.contributor.authorBeivide Palacio, Julio Ramón 
dc.contributor.authorValero Cortés, Mateo
dc.contributor.authorMinkenberg, Cyriel
dc.contributor.otherUniversidad de Cantabriaes_ES
dc.date.accessioned2016-10-14T17:15:04Z
dc.date.available2016-10-14T17:15:04Z
dc.date.issued2014
dc.identifier.isbn978-0-7695-5429-7
dc.identifier.urihttp://hdl.handle.net/10902/9298
dc.description.abstractBig Data applications have gained importance over the last few years. Such applications focus on the analysis of huge amounts of unstructured information and present a series of differences with traditional High Performance Computing (HPC) applications. For illustrating such dissimilarities, this paper analyzes the behavior of the most scalable version of the Graph500 benchmark when run on a state-of-the-art commodity cluster facility. Our work shows that this new computation paradigm stresses the interconnection subsystem. In this work, we provide both analytical and empirical characterizations of the Graph500 benchmark, showing that its communication needs bound the achieved performance on a cluster facility. Up to our knowledge, our evaluation is the first to consider the impact of message aggregation on the communication overhead and explore a tradeoff that diminishes benchmark execution time, increasing system performance.es_ES
dc.format.extent7 p.es_ES
dc.language.isoenges_ES
dc.publisherIEEEes_ES
dc.rights© Copyright 2014 IEEEes_ES
dc.source2014 IEEE/ACM International Symposium on Big Data Computing (BDC)es_ES
dc.subject.otherGraph500es_ES
dc.subject.otherCluster supercomputing platformses_ES
dc.subject.otherCommunication characterizationes_ES
dc.subject.otherMessage aggregationes_ES
dc.titleCharacterizing the Communication Demands of the Graph500 Benchmark on a Commodity Clusteres_ES
dc.typeinfo:eu-repo/semantics/conferenceObjectes_ES
dc.relation.publisherVersionhttp://ieeexplore.ieee.org/document/7321732/?arnumber=7321732es_ES
dc.rights.accessRightsopenAccesses_ES
dc.identifier.DOI10.1109/BDC.2014.16
dc.type.versionacceptedVersiones_ES


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record