Моделирование процессов управления информационными массивами в киберфизических системах
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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

Modeling of information management processes arrays in cyber physical systems

idAvetisyan T.V., Korotkevich S.I.,  Pitolin M.V. 

UDC 681.3
DOI: 10.26102/2310-6018/2025.51.4.067

  • Abstract
  • List of references
  • About authors

Cyberphysical systems differ significantly from conventional embedded systems in that they use more advanced information connections among computing and physical elements. In this regard, they use architecture that is like the Internet of Things. Within cyberphysical systems, there is a distribution of computing components throughout the physical system. It is considered as a carrier and is synergistically connected with its information arrays. The paper considers several strategies for effective work with information arrays. The first is based on creating copies of information arrays that will be used if the main array is destroyed. The second strategy is based on using the background for the information array. The third strategy is based on the fact that a mixed approach is used, which considers both copies and backstories. A visual illustration of their operation is provided for each of the strategies. It shows what the average computer access time might be for different strategies. An illustration of a diagram of the effectiveness of using different strategies is given. The results of the work can be practically useful in creating cyber-physical systems and optimizing their functioning.

1. Avetisyan T.V., Lvovich Ya.E., Preobrazhensky A.P., Preobrazhensky Yu.P. Investigation of the Possibilities of Optimizing the Management Processes of Cyberphysical Systems. Journal of Information Technologies and Computing Systems. 2023;(2):96–105. (In Russ.). https://doi.org/10.14357/20718632230210

2. Lvovich Ya.E., Preobrazhensky A.P., Preobrazhensky Yu.P. Cyber-Physical Systems – The Main Directions of Development. Bulletin of the Voronezh Institute of High Technologies. 2022;16(2):90–92. (In Russ.).

3. Lipatov A.G. Possibilities of Using Artificial Intelligence to Manage Large Information Arrays of Big Data. Innovation and Investment. 2023;(5):187–189. (In Russ.).

4. Litvyak R.K. Modeli optimizatsii rezervirovaniya informatsionnykh massivov i programmnykh modulei v informatsionnykh sistemakh. In: Informatsionnye i izmeritel'nye sistemy i tekhnologii: Sbornik nauchnykh statei po materialam Mezhdunarodnoi nauchno-tekhnicheskoi konferentsii, 01 March 2016, Novocherkassk, Russia. Novocherkassk: Lik; 2016. P. 183–190. (In Russ.).

5. Paveliev S.V. Optimal On-Line Backup of Information Arrays and Software Modules in Corporate Networks Based on Internet Channels. Problemy upravlenia. 2006;(3):61–63. (In Russ.).

6. Semenov V.V., Arustamov S.A. Generalized Model for Cyber-Physical Systems Functining That Takes into Account Risks of Information Security. Scientific and Technical Volga Region Bulletin. 2020;(9):67–70. (In Russ.).

7. Fatin A.D. Building a Model of Adaptability of Cyberphysical Systems: Operation and Detection. Voprosy kiberbezopasnosti. 2024;(2):36–43. (In Russ.).

8. Kruchinin D.V. Modification of the Method for Developing Combinatorial Generation Algorithms Based on the Use of Multivariate Generating Functions and Approximations. Proceedings of the TUSUR University. 2022;25(1):55–60. (In Russ.). https://doi.org/10.21293/1818-0442-2021-25-1-55-60

9. Shablya Y.V., Kruchinin D.V. Modification of the Algorithm Development Method for Combinatorial Generation Based on the Application of the Generating Functions Theory. Proceedings of the TUSUR University. 2019;22(3):55–60. (In Russ.). https://doi.org/10.21293/1818-0442-2019-22-3-55-60

10. Khokhlov N.S., Kanavin S.V., Gilev I.V. Model of Countering Threats of Information Destruction in Communication Systems for Specia Purpose Under Destructive Impacts. Vestnik of Voronezh Institute of the Ministry of Interior of Russia. 2023;(1):106–117. (In Russ.).

11. Eryomenko I.A., Linkina A.V. Implementation of Digital Trends in the Context of Industry 4.0. Bulletin of the Voronezh Institute of High Technologies. 2022;16(4):58–62. (In Russ.).

12. Zyablov S.V., Linkina A.V. Information Platforms as a Tool for Digital Transformation. Bulletin of the Voronezh Institute of High Technologies. 2022;16(4):94–97. (In Russ.).

13. Etepnev A.S. Software Package for Analyzing, Modeling, and Evaluating the Availability Factor of an Information Security System Against Unauthorized Access. Obshchestvennaya bezopasnost', zakonnost' i pravoporyadok v III tysyacheletii. 2021;(7-3):55–59. (In Russ.).

Avetisyan Tatiana Vladimirovna

ORCID | eLibrary |

Voronezh Institute of High Technologies

Voronezh, Russian Federation

Korotkevich Svetlana Ivanovna

Email: svelachoksveta@mail.ru

Voronezh State Technical University

Voronezh, Russian Federation

Pitolin Mikhail Vladimirovich
Doctor of Engineering Sciences, Docent
Email: pmv_m@mail.ru

Voronezh Institute of the Ministry of Internal Affairs of Russia

Voronezh, Russian Federation

Keywords: information array, cyber-physical system, redundancy strategies, modeling of control processes, access time

For citation: Avetisyan T.V., Korotkevich S.I., Pitolin M.V. Modeling of information management processes arrays in cyber physical systems. Modeling, Optimization and Information Technology. 2025;13(4). URL: https://moitvivt.ru/ru/journal/pdf?id=2139 DOI: 10.26102/2310-6018/2025.51.4.067 (In Russ).

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Full text in PDF

Received 01.12.2025

Revised 22.12.2025

Accepted 26.12.2025