Tutorial: Stream processing optimizations

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dc.citation.epage258en_US
dc.citation.spage249en_US
dc.contributor.authorSchneider, S.en_US
dc.contributor.authorHirzel, M.en_US
dc.contributor.authorGedik, Buğraen_US
dc.coverage.spatialArlington, Texas, USAen_US
dc.date.accessioned2016-02-08T12:07:38Z
dc.date.available2016-02-08T12:07:38Z
dc.date.issued2013en_US
dc.departmentDepartment of Computer Engineeringen_US
dc.descriptionDate of Conference: June 29 - July 03, 2013en_US
dc.description.abstractThis tutorial starts with a survey of optimizations for streaming applications. The survey is organized as a catalog that introduces uniform terminology and a common categorization of optimizations across disciplines, such as data management, programming languages, and operating systems. After this survey, the tutorial continues with a deep-dive into the fission optimization, which automatically transforms streaming applications for data-parallelism. Fis-sion helps an application improve its throughput by taking advantage of multiple cores in a machine, or, in the case of a distributed streaming engine, multiple machines in a cluster. While the survey of optimizations covers a wide range of work from the literature, the in-depth discussion of ission relies more heavily on the presenters' own research and experience in the area. The tutorial concludes with a discussion of open research challenges in the field of stream processing optimizations. Copyright © 2013 ACM.en_US
dc.identifier.doi10.1145/2488222.2488268en_US
dc.identifier.urihttp://hdl.handle.net/11693/27986
dc.language.isoEnglishen_US
dc.publisherACMen_US
dc.relation.isversionofhttp://dx.doi.org/10.1145/2488222.2488268en_US
dc.source.titleDEBS 2013 - Proceedings of the 7th ACM International Conference on Distributed Event-Based Systemsen_US
dc.subjectData parallelismen_US
dc.subjectFissionen_US
dc.subjectOptimizaitionen_US
dc.subjectStream processingen_US
dc.subjectData parallelismen_US
dc.subjectDistributed streamingen_US
dc.subjectFissionen_US
dc.subjectMultiple machineen_US
dc.subjectOptimizaitionen_US
dc.subjectResearch challengesen_US
dc.subjectStream processingen_US
dc.subjectStreaming applicationsen_US
dc.subjectInformation managementen_US
dc.subjectSoftware architectureen_US
dc.subjectSurveysen_US
dc.subjectOptimizationen_US
dc.titleTutorial: Stream processing optimizationsen_US
dc.typeConference Paperen_US

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