Big Data Standardization: International and National Standards

Abstract The standards that establish requirements for big data technologies are designed to increase the efficiency of using these technologies in various sectors of the economy. In the paper, the features of international and Russian national industry-wide data standards based on ISO/IEC 20546, 20547-X, 9000 series and 5259-X series projects in terms of basic concepts, reference architecture and requirements for big data and their quality, as well as approaches to standardizing customer requirements for actions related to the use of big data, have been considered. It has been concluded that the development of documents on big data standardization in Russia is of great importance and entails the need to increase the pace of standardization.

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Publication Details

Journal
Lobachevskii Journal of Mathematics
Published
2026-10-09
DOI
https://doi.org/10.1134/s1995080226700216
Primary Topic
Big Data Technologies and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Big Data Standardization: International and National Standards

S. D. Afanasev, Yu. E. Hohlov, V. V. Padzhev, A. N. Raikov et al.
Lobachevskii Journal of Mathematics
Big Data Technologies and Applications
article

Big Data Standardization: International and National Standards

S. D. Afanasev, Yu. E. Hohlov, V. V. Padzhev, A. N. Raikov, A. N. Averkin, N. A. Khramtsovskaya, A. A. Mikryukov
article en

Abstract

Abstract The standards that establish requirements for big data technologies are designed to increase the efficiency of using these technologies in various sectors of the economy. In the paper, the features of international and Russian national industry-wide data standards based on ISO/IEC 20546, 20547-X, 9000 series and 5259-X series projects in terms of basic concepts, reference architecture and requirements for big data and their quality, as well as approaches to standardizing customer requirements for actions related to the use of big data, have been considered. It has been concluded that the development of documents on big data standardization in Russia is of great importance and entails the need to increase the pace of standardization.

Lobachevskii Journal of MathematicsVol. 47(S1)
Plekhanov Russian University of Economics (RU), Russian Academy of Sciences (RU), Lomonosov Moscow State University (RU), Presidential Executive Office (RU), V. A. Trapeznikov Institute of Control Sciences (RU)
Openalex Percentile: Top 7%
Big Data Technologies and Applications
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Big Data Standardization: International and National Standards — S. D. Afanasev, Yu. E. Hohlov, et al. · Lobachevskii Journal of Mathematics (2026) | TGRS Research Map | TGRS