Development of a demonstrator of big data analytics

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dc.contributor.authorButler, Rhett Desmonden_ZA
dc.contributor.authorBekker, Jamesen_ZA
dc.date.accessioned2020-03-04T07:04:07Z
dc.date.available2020-03-04T07:04:07Z
dc.date.issued2018
dc.descriptionCITATION: Butler, R. D. & Bekker, J. 2018. Development of a demonstrator of big data analytics. In SAIIE29 Proceedings, 24-26 October 2018, Spier, Stellenbosch, South Africa.
dc.descriptionThe original publication is available at https://conferences.sun.ac.za/index.php/saiie29/saiie29/schedConf/presentations
dc.description.abstractBig Data Analytics is now not only being applied in the fields of science and business, but in healthcare and economic development, by organisations such as the United Nations. The research presented in this article provides a demonstration of developing a Big Data Analytics Demonstrator by integrating selected hardware and software. The components of such an analytics tool are presented, as well as the analysis of results of test data sets. Experience gained when setting up a proprietary data analytics suite is shared, and practical recommendations are made. The goal of this demonstrator is to illustrate that a system could be built to provide meaningful insights into a given dataset, by making use of free-to-use software, commodity hardware and leveraging machine learning to mine the data for these insights.en_ZA
dc.description.urihttps://conferences.sun.ac.za/index.php/saiie29/saiie29/paper/view/3677
dc.description.versionPublisher's version
dc.format.extent16 pages
dc.identifier.citationButler, R. D. & Bekker, J. 2018. Development of a demonstrator of big data analytics. In SAIIE29 Proceedings, 24-26 October 2018, Spier, Stellenbosch, South Africa
dc.identifier.urihttp://hdl.handle.net/10019.1/107579
dc.language.isoen_ZAen_ZA
dc.publisherSouth African Institute for Industrial Engineering
dc.rights.holderAuthors retain copyright
dc.subjectBig Data Analyticsen_ZA
dc.subjectQuantitative research -- Soft wareen_ZA
dc.subjectBig data -- Interpretationen_ZA
dc.subjectProduct demonstrationsen_ZA
dc.titleDevelopment of a demonstrator of big data analyticsen_ZA
dc.typeConference Paperen_ZA
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