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Proceedings of the Institute for System Programming of the RAS, 2016, Volume 28, Issue 3, Pages 209–230
DOI: https://doi.org/10.15514/ISPRAS-2016-28(3)-13
(Mi tisp46)
 

This article is cited in 4 scientific papers (total in 4 papers)

Enabling data driven projects for a modern enterprise

A. R. Topchyan

Yerevan State University
Full-text PDF (924 kB) Citations (4)
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Abstract: With the growing volume and demand for data a major concern for an Organization trying to implement Data Driven projects, is not only how to technically collect, cleanse, integrate, access, but even more so, how and why to use it. There is a lack of unification on a logical and technical level between Data Scientists, IT departments and Business departments, as it is very unclear where the data comes from, what it looks like, what it contains and how to process it in the context of existing systems. So in this paper we present a platform for data exploration and processing, which enables Data-Driven projects, that does not require a complete organizational revamp, but provides a workflow and technical basis for such projects
Keywords: data-driven projects, crisp, Hadoop, data vault, distributed, information retrieval, sandbox, topic modelling, streaming processing, auto-scaling, mesos, kafka.
Bibliographic databases:
Document Type: Article
Language: English
Citation: A. R. Topchyan, “Enabling data driven projects for a modern enterprise”, Proceedings of ISP RAS, 28:3 (2016), 209–230
Citation in format AMSBIB
\Bibitem{Top16}
\by A.~R.~Topchyan
\paper Enabling data driven projects for a modern enterprise
\jour Proceedings of ISP RAS
\yr 2016
\vol 28
\issue 3
\pages 209--230
\mathnet{http://mi.mathnet.ru/tisp46}
\crossref{https://doi.org/10.15514/ISPRAS-2016-28(3)-13}
\elib{https://elibrary.ru/item.asp?id=26605256}
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  • https://www.mathnet.ru/eng/tisp/v28/i3/p209
  • This publication is cited in the following 4 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Proceedings of the Institute for System Programming of the RAS
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