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Communication Dans Un Congrès Année : 2018

Big Data Analytics: A Comparison of Tools and Applications

Résumé

With an ever-increasing amount of both data volume and variety, traditional data processing tools became unsuitable for the big data context. This has pushed toward the creation of specific processing tools that are well aligned with emerging needs. However, it is often hard to choose the adequate solution as the wide list of available tools are continuously changing. For this, we present in this paper both a literature review and a technical comparison of the most known analytics tools in order to help mapping it to different needs. Moreover, we underline how much important choosing the appropriate tool is acting for different kind of applications and especially for smart cities environment.
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Dates et versions

hal-02512592 , version 1 (19-03-2020)

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Imane El Alaoui, Youssef Gahi, Rochdi Messoussi, Alexis Todoskoff, Abdessamad Kobi. Big Data Analytics: A Comparison of Tools and Applications. 2nd Mediterranean Symposium on Smart City Applications (SCAMS 2017), Oct 2017, Tanger, Morocco. pp.587-601, ⟨10.1007/978-3-319-74500-8_54⟩. ⟨hal-02512592⟩
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