Development of a Refined Method for Assessing the Dependability of Industrial Internet of Things Systems

V. Tsvetkov; L. Lander; P. Korolev; S. Polesskiy

doi:10.1007/978-3-031-89211-0_2

Publications

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Development of a Refined Method for Assessing the Dependability of Industrial Internet of Things Systems

P. 19–35.

V. Tsvetkov, L. Lander, P. Korolev, S. Polesskiy

In this study, a methodology is proposed for evaluating the dependability measures of Industrial Internet of Things (IIoT) systems, incorporating assessment of hardware, network components, and software. The existing practical methods for assessing the dependability of IIoT systems, along with their respective strengths and limitations, are presented and critically analyzed. Based on the obtained data, an enhanced method for multifactor forecasting of the dependability measures of IIoT systems is developed and described. An IDEF0 diagram of this method is constructed, and a table with numerical values of availability factors is presented, considering various types of modulation and topologies.

Keywords: failure rate availability factor Dependability reliability function IIoT bit error rate Operating time to failure Multifactor method

Publication based on the results of:

Развитие методов прогнозирования показателей надежности электронных модулей (2024)

In book

27th International Conference, DCCN 2024, Moscow, Russia, September 23-27, 2024, Revised Selected Papers. Distributed Computer and Communication Networks

Switzerland: Springer, 2025.

Development of a Comprehensive System for Modeling Digital Twins of Functional Components in Radio-Electronic Equipment

Polesskiy S., Tumkovskiy S., Tsvetkov V., , in: 2026 International Russian Smart Industry Conference (SmartIndustryCon).: Sochi: IEEE, 2026. P. 529–536.

The present research is devoted to the development of a comprehensive solution that integrates software and hardware tools for modeling and reproduction of digital twins of structural components in radio-electronic equipment. Such an approach enables the automation of testing and analysis processes at the initial stages of engineering design. The implementation of this system has ...

Added: July 13, 2026

2026 International Russian Smart Industry Conference (SmartIndustryCon)

Sochi: IEEE, 2026.

2026 International Russian Smart Industry Conference (SmartIndustryCon) Copyright and Reprint Permission: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy ...

Added: July 13, 2026

Modulation Recognition for Industrial Internet of Things Communication Signals Under Few-Shot Conditions Based on Attention Mechanism and Relation Network

Hualin M., Jie Z., Jerome Y. et al., Journal of Internet Technology 2026 Vol. 27 No. 3 P. 367–382

In open, interference-prone scenarios, the scarcity of precisely annotated signal samples limits the application of deep learning–based modulation identification, which generally relies on extensive labeled data for stability. Relation Networks, as an emerging class of deep learning models, exhibit rapid convergence in few-shot learning tasks. Motivated by the fast convergence property of relation-based learning and ...

Added: July 3, 2026

Политическая антропология советской и постсоветской эпохи: курс лекций

Mytenkov S., Докучаев В. А., Рахмани Д. Д. et al., Экономика и качество систем связи 2025 № 2 С. 135–148

Traditional password authentication systems continue to be used in enterprise distributed systems and critical infrastructures despite their vulnerabilities and growing risks. This paper provides a detailed analysis of password-related threats, including the psychological aspects of their use, technical shortcomings, institutional gaps, and non-compliance with regulatory requirements. Examples of real-world attacks, such as phishing campaigns and ...

Added: October 27, 2025

Разработка метода многофакторного прогнозирования показателей надежности систем промышленного интернета вещей

Tsvetkov V., Lander L., Korolev P., Наноиндустрия 2025 Т. 18 № S11-3(135) С. 1219–1232

An analysis of current approaches for predicting the dependability of Industrial Internet of Things (IIoT) systems, including their strengths and limitations, has been carried out. As a result, an enhanced multi-factor method for evaluating dependability metrics in IIoT systems has been developed. ...

Added: October 6, 2025

Methodology for predicting dependability measures of swarm structures of unmanned aerial vehicles of agricultural application

Kostyuk A., Tsvetkov V., Korolev P. et al., Reliability: Theory and Applications 2025 Vol. 20 No. 3(86) P. 35–53

This paper presents a methodology for predicting dependability measures of swarm structures of unmanned aerial vehicles used in agriculture. The main attention is paid to the development of mathematical models for assessing the dependability of hardware, software, and communication systems in drone swarms. Two types of UAVs are considered in the paper: DJI Phantom 4 ...

Added: June 23, 2025

Методика оценки качества технологического процесса электроники

Korolev P., Polesskiy S., Tsvetkov V. et al., Стандарты и качество 2025 № 6(1056) С. 90–97

The work addresses the issue of not meeting the target dependability measures of electronic modules during their development by domestic enterprises. It is shown that Russia lacks tools such as methods, techniques, and software for implementing the current principles of quality management. A methodology for conducting effective audits and assessing the quality of the technological process ...

Added: June 13, 2025

OptIoT: A Domain-Specific Language for Optimizing IoT and IIoT Infrastructure

Ebraheem A., Ivanov I., , in: 2024 International Russian Automation Conference (RusAutoCon).: IEEE, 2024. P. 1012–1016.

Designing reliable Internet of Things systems requires careful planning and consideration of different factors. Incorporating multi-objective optimization methods may help achieve this goal. In this article, a domain-specific language is proposed to aid in describing the structure of the Internet of Things and formulating the requirements and objectives in a simple context. The code is ...

Added: January 9, 2025

Подход к многофакторному прогнозированию показателей надежности сетевых устройств

Tsvetkov V., Lander L., Kononova N., В кн.: Сборник тезисов работ международной молодежной научной конференции L Гагаринские чтения 2024.: М.: Перо, 2024. С. 226–227.

In modern radio-electronic devices there is a problem of discrepancy between the results of calculated estimation of dependability (failure-free) indices at the design stage and real statistics of failures during operation at the production stage. The difference of failure rates in the case of calculation and statistics is several orders of magnitude. There is also ...

Added: November 12, 2024

Анализ методов оценки надежности систем промышленного интернета вещей

Tsvetkov V., Lander L., В кн.: Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов имени Е.В. Арменского. Москва, 2024.: М.: ООО "Издательский дом Медиа паблишер", 2024. С. 359–361.

This study is devoted to the development of a method for assessing the dependability of industrial Internet of Things (IIoT) systems, which will improve the processes of predicting and controlling the dependability of devices, setting requirements for them at the design and production stages. The article reviews the methods used to calculate the dependability of ...

Added: November 12, 2024