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Big data analytics: challenges, technologies and key applications

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dc.contributor.author Raheem, Fanoon
dc.contributor.author Uwanthika, Isuri
dc.date.accessioned 2020-01-22T07:29:52Z
dc.date.available 2020-01-22T07:29:52Z
dc.date.issued 2019-11-25
dc.identifier.citation 8th Annual International Research Conference - 2019, on "Sustainability through Business, Humanities and Technologies", pp.157-164. en_US
dc.identifier.isbn 978-955-627-195-9
dc.identifier.uri http://ir.lib.seu.ac.lk/handle/123456789/4300
dc.description.abstract Big data is the paradigm that refers to the data generated not only in terabytes, but in Exabyte and more. Big data has gained an enormous success in numerous application areas including social media, economy, finance, healthcare, agriculture, and many more. Now a day, data are being produced at lighting speed. Data produced in many media are either structured, unstructured or semi-structured, using which the researchers could find the unknown pattern behind these data sets. Big Data is one of the most important applications in parallel and distributed systems. Processes related to analysis are often carried out with a deadline and during the process, it is vital for analytics also to concern about the quality of the data. In this review paper, it explains about the several challenges faced in the big data analytics. Data representation, data management, data confidentiality and few other are found to be the major challenges in big data analytics. Also, the paper aims to study the technologies applied for big data analysis including cloud computing, Internet of Things and Hadoop. Finally, the paper reviews on the key application areas of big data analytics by researchers. en_US
dc.language.iso en_US en_US
dc.publisher Faculty of Management and Commerce, South Eastern University of Sri Lanka. en_US
dc.subject Big Data en_US
dc.subject Cloud Computing en_US
dc.subject Hadoop en_US
dc.subject Internet of Things en_US
dc.title Big data analytics: challenges, technologies and key applications en_US
dc.type Article en_US


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