Generalized formal model of big data

Article, Preprint English OPEN
Shakhovska, N.; Veres, O.; Hirnyak, M.;
(2019)
  • Publisher: Commission of Motorization and Energetics in Agriculture
  • Subject: Computer Science - Distributed, Parallel, and Cluster Computing | data | information technology | model | analysis | Big Data | Computer Science - Databases
    acm: Data_FILES

This article dwells on the basic characteristic features of the Big Data technologies. It is analyzed the existing definition of the “big data” term. The article proposes and describes the elements of the generalized formal model of big data. It is analyzed the peculiar... View more
  • References (20)
    20 references, page 1 of 2

    1. “Big Data”. 2016. http://www.tadviser.ru/ index.php/ Статья:Большие_данные_(Big_Data)

    2. Frank J. Ohlhorst. 2012. A Cloudy Year for Big Data. eWeek. http://www.eweek.com/c/a/CloudCompu ting/ 2012-A-Cloudy-Year-for-Big-Data102807

    3. Leonid Chernyak. 2011. Big Data - the new theory and practice. Open the system. DBMS. - M .: Open Systems, 2011. - № 10. - ISSN 1028-7493. http://www.osp.ru/os/2011/ 10/13010990.

    4. Chris Preimesberger. 2011. Hadoop, Yahoo, 'Big Data' Brighten BI Future. eWeek (15 August 2011). http://www.eweek.com/c/a/Data-Storage/TBAHadoop-Yahoo-Big-Data-Brightens-BI-Future254079.

    5. Gartner. 2011. Gartner Says Solving 'Big Data' Challenge Involves More Than Just Managing Volumes of Data. Gartner (27 June 2011). http:// www.gartner.com/newsroom/id/1731916.

    6. Shakhovska N.B., Bolubash Yu.Ja., Veres O.M. 2015. Big Data Federated Repository Model // The Experience of Designing and Application of CAD Systems in Microelectronics (СADMS'2015) Proc. of the XIII-th Int. Conf., (Polyana-Svalyava (Zakarpattya), Ukraine, 24-27 February, 2015). - Lviv: Publishing Lviv Polytechnic, 2015.- Pp. 382- 384. (in Ukrainian).

    7. Shakhovska N.B., Bolubash Yu.Ja., Veres O.M. 2014. Big data organizing in a distributed environment. Computer Science and Automation. Donetsk. Ukraine. n. 2(27), Pp. 147-155. (in Ukrainian).

    8. Inmon W. H. 2014. Big Data - getting it right: A checklist to evaluate your environment. DSSResources.COM, - 2014.

    9. Manyika, James et al. 2011. Big data: The next frontier for innovation, competition, and productivity. McKinsey Global Institute, June, 2011. p.156

    10. Shakhovska N.B. 2011. Formal presentation of data space as an algebraic system. System Research and Information Technologies / National Academy of Sciences of Ukraine, Institute for Applied Systems Analysis. - Kyiv, 2011. - № 2. - Pp. 128 - 140. (in Ukrainian).

  • Metrics