Algorithm of multifractal loading balance of special purpose information telecommunications networks

Authors

DOI:

https://doi.org/10.33099/2311-7249/2021-42-3-63-70

Keywords:

network bandwidth assessment, information and telecommunications network, load balancing

Abstract

The article establishes that the basis of the information infrastructure of an effective control system is modern multiservice telecommunication networks, the effectiveness of which, taking into account the experience of the operation of the Joint Forces, depends on the degree of automation and intellectualization. There is a rapid growth in the volume of data traffic and the demand for the size of information flows in the process of providing types of services. The existing telecommunication networks turned out to be insolvent in servicing subscribers with the specified quality indicators, solving traffic management problems. The existing tools for assessing, managing, shaping traffic, distribution, routing and rate limiting are distributional in nature. Heuristic models of assessment, traffic management, and finding the shortest path in the network are not able to take into account changes in the current load of a network node, characteristics of user traffic. The requirements for the communication system, which are necessary to ensure high-quality control of units and subdivisions of the Air Force, have been determined. The main factors influencing the assessment of the throughput are analyzed and recommendations for balancing the load in the information and telecommunications network of the Air Force are formulated. Based on the analysis of multifractal properties of incoming traffic, a dynamic traffic balancing algorithm is proposed. Substantiated expediency of using a unified approach in assessing the capacity in the information and telecommunication networks of the Air Force. The ways to achieve the required level of communication system throughput have been determined, allowing in difficult conditions to ensure the quality of the throughput not lower than that of the communication system. To achieve high performance, throughput, it is advisable to reduce the response time in distributed systems by balancing the network load. This ensures traffic management and maximum utilization of all servers in the cluster. The proposed approach to load balancing should provide statistically even distribution of the load on the servers, high performance, throughput, fault tolerance, and low response time. The balancing algorithm should distribute requests among servers so that the deviation of the average server load is minimal.

Author Biography

Oleksandr Permiakov, National Defence University of Ukraine named after Ivan Cherniakhovskyi, Ukraine

Doctor of Technical Sciences (20.02.12), Professor, Honored Worker of Science and Technology of Ukraine

References

Мажара І.П. Інформаційна модель допуску осіб групи керівництва польотами до управління повітряним рухом / І.П. Мажара, О.І. Тимочко, В.Г. Чернов // Наука і техніка Повітряних Сил Збройних Сил України. – 2018. – № 1(30). – С. 24-29.

Скрынникова Н.С. Зарубежный опыт борьбы с терроризмом: механизмы противодействия / Н. С. Скрынникова // Науковий вісник Ужгородського національного університету. – 2014. – Вип. 28. – Т. 3. – С. 37-40.

Бовда Е.М. Концептуальні основи синтезу автоматизованої системи управління зв’язком військового призначення / Е.М. Бовда, Ю.А. Плуговий, В.А. Романюк // Збірник наукових праць ВІТІ. – 2016. – № 1 – С. 6 – 18.

Буренин А.Н. Теоретические основы управления современными телекоммуникационными сетями: / А.Н. Буренин, В.И. Курносов // Наука. - 2011. – С. 18 – 20.

Высочина О.С. Анализ систем мониторинга телекоммуникационных сетей / О.С. Высочина, С.И. Шматков, Салман Амер Мухсин // ЗНТУ. Науковий журнал. Радіоелектроніка, інформатика, управління. - 2010. – № 2 – С. 139 – 142.

Романюк В.А. Мережі MANET. Основа створення перспективної системи зв’язку тактичної ланки управління / В.А. Романюк, О.Я. Сова // Комунікації і мережі телекомунікацій. – К.: МО, 2016. – 52 с.

Sahandi R., (2010) “Wireless technology in the evolution of patient monitoring on general hospital wards” Journal of medical engineering & technology, №34, рр. 51–63.

Beyer B. (2016), “Site Reliability Engineering: How Google Runs Production Systems”, O'Reilly Media, Inc.– 44 р.

Stefanov, K., (2015), “Dynamically Reconfigurable Distributed Modular Monitoring System for Supercomputers (DiMMon)”, Procedia Computer Science, №66, рр. 625–634.

Bronk, C. (2013), “The cyber attack on Saudi Aramco”, Survival, №55 (2), рр. 81–96.

Knopová, M., (2014), “The Third World War? In The Cyberspace. Cyber Warfare in the Middle East”, Acta Informatica Pragensia, №3 (1), рр. 23–32.

Пермяков О.Ю. Інформаційно – телекомунікаційні технології і сучасна збройна боротьба / О.Ю. Пермяков, Н.О. Королюк // Науково-технічна конференція молодих учених «Актуальні проблеми інформаційних технологій» (20-21 листопада 2018 року). - Київ: НУОУ, 2018. - С. 5-6.

Korolyuk, N. (2017), An approach to prediction of the telecommunication network quality parameters under the conditions of non-stochastic uncertainty Telecommunications and Radio Engineering, issue 11, рр. 1027-1032.

Korolyuk, N. (2014) , “Hybrid model of knowledge for situation recognition in airspace”, Automatic Control and Computer Sciences, Vol. 49, pp.16-25.

Alimpiev, A. (2017), “Selecting a model of unmanned aerial vehicle to accept it for military purposes with regard to expert data” P. Berdnik, N. Korolyuk, O. Korshets, M. Pavlenko, Eastern-European Journal of Enterprise Technologies ISSN 1729-3774. - №1/9 (85 рр 53-60.

Alimpiev, A., Vatan, M. (2016). The result of analyses of great classes unmanned aircraft for evaluation the opportunity of joint employment with army aviation. [on line]. Weapons systems and military equipment, vol. 1, p. 61.

Saatya, T. (2009). Structures in decision making: On the subjective geometry of hierarchies and networks [on line]. European Journal of Operational Research, vol. 199, is. 3, p. 867–872.

Permyakov O.Yu. and Korolyuk, N.O. (2018), The role and place of information technology in the system of state operational military management from the point of view of modern ideas. Third international scientific and practical conference on the use of space and geoinformation systems in the interests of national security and defense April 5, 2018], NUOU, Kyiv, pp. 81-84.

Permyakov O. Yu. and Korolyuk, N.O. (2018), Information and Telecommunication Technologies and Modern Armed Forces Scientific and Technical Conference of Young Learners “Actual Problems of Information Technologies”, November 20-21, 2018], NUOU, Kyiv, 88 p.

Korolyuk N.O., Korolov, R.V. and Korshecz, O.A. (2017), The procedure for formalizing data used to describe the process of controlling the movement of air objects, Communication, radio engineering, acoustics and navigation, No. 4(53), pp. 103-106.

Published

2021-12-17

Issue

Section

Information and analytical activities in the field of security and defense