Analytical aspects of application of intelligent methods of management of computer systems in transport infrastructure projects
DOI:
https://doi.org/10.15587/2706-5448.2023.284578Keywords:
monitoring, computer system, computer network, transport management, information processingAbstract
The object of research is the processes of monitoring and intelligent control of computer systems in transport infrastructure projects. In the design and operation of computer networks, an urgent task is to solve the problem of providing quality services with distributed information processing, which is largely determined by the development of the network management mechanism of the transport system. The increase in the amount of digital data creates security and protection of information solely at the expense of the aspects of their design and operation. The paper considers the methods of intelligent network management of computer systems in transport infrastructure projects, analyzes their principles of operation and functions in relation to the network infrastructure. Methods using intelligent agents are analyzed and the results of their application to computer network management are presented. The use of intelligent agents in computer networks and systems allows automating complex tasks, optimizing resources and increasing the efficiency of the network of the transport economy system. They can contribute to increased productivity, safety, and user satisfaction.
The considered algorithms for processing the results of the examination of the load of the transport network infrastructure are used to ensure effective management of the transport system. Processing algorithms allow analyzing the current state of traffic in different sections of the transport network. These algorithms can be used to develop optimal traffic distribution strategies. A case of their application is presented.
One of the main tasks of the transport sector is to ensure traffic safety, which can be achieved by quickly processing information and receiving it distributed to all levels of the management system for quick analysis, processing, and (if necessary) response. The paper proposes to use methods of monitoring, expert evaluation of the general state of the computer network and the development of management decisions that take into account the peculiarities of the structure and functioning of computer systems in transport infrastructure projects.
This ensures the ability to transmit information with specified service quality parameters with minimal network resource consumption.
The research presented in this paper can be used in practice in organizations and enterprises of the transport sector during the reorganization, improvement, or integration of individual components of the information system.
References
- Carter, J., Ghorbani, A. A., Marsh, S. (2002). Just-in-time information sharing architectures in multi-agent system. Proceedings of AAMAS. Bologna, 647–654. doi: https://doi.org/10.1145/544862.544893
- Mostagir, M., Decker, K. (2002). A multi-agent system architecture for active Networks. Proceedings of AAMAS 2002. Bologna, 1417–1418. doi: https://doi.org/10.1145/545056.545146
- Boutaba, R., Iraqi, Y., Mehaoua, A. (2003). A multi-agent architecture for QoS management in multimedia networks. Journal of Network and Systems Management, 11 (1), 83–107. doi: https://doi.org/10.1023/a:1022497125456
- Papavassiliou, S., Puliafito, A., Tomarchio, O., Ye, J. (2002). Mobile agent-based approach for efficient network management and resource allocation: framework and applications. IEEE Journal on Selected Areas in Communications, 20 (4), 858–872. doi: https://doi.org/10.1109/jsac.2002.1003050
- Iraqi, Y., Boutaba, R., Garcia, A. L. (2000). QoS control in wireless ATM. Mobile Networks and Applications, 5, 137–145. doi: https://doi.org/10.1023/a:1019148226421
- Holub, H., Kulbovskyi, I., Kharuta, V., Tkachuk, M., Tymoshchuk, O. (2021). Methods of Intelligent Data Processing of the System of Control and Diagnostics of Electric Power Transport Objects. 25rd International Scientific Conference on Transport Means 2021. Kaunas, 797–801.
- Carter, J., Ghorbani, A. A., Spencer, B. (2001). Agent design considerations withindistributed information retrieval systems. Proceedings of the Workshop of Novel E-Commerce Applications of Agents. Ottawa, 23–28.
- Bohdanova, N. V. (2006). Method of inerease of control effectiveness in telecommunications systems. Adaptive systems of automatic control, 1 (9), 23–32. doi: https://doi.org/10.20535/1560-8956.9.2006.37488
- Kulbovskyi, I., Holub, H., Skliarenko, I., Bambura, O., Soloviova, O. (2019). Development of a system model for the functioning of distribution electrical supply systems in transport infrastructure projects. Technology Audit and Production Reserves, 4 (2 (48)), 24–28. doi: https://doi.org/10.15587/2312-8372.2019.179260
- Vasylevska, A. (2012). Upravlinnia proektamy pidpryemstva iz zastosuvanniam informatsiinykh tekhnolohii. Visnyk Kyivskoho natsionalnoho torhovelno-ekonomichnoho universytetu, 1, 99–105.
- Plugina, Iu. A. (2010). Upravlenie razvitiem kak optimalnaia model upravleniia predpriiatiem. Vestnik ekonomiki transporta i promyshlennosti, 30, 89–93.
- Kulbovskyi, I. I. (2010). Metodyka pobudovy systemnoi modeli funktsionuvannia vyrobno-tekhnolohichnoho potentsialu pidrozdiliv koliinoho hospodarstva metropolitenu. Transporti systemy i tekhnolohii, 17, 61–66.
- Stohnii, B. S., Kyrylenko, O. V., Denysiuk, S. P. (2010). Intelektualni elektrychni merezhi elektroenerhetychnykh system ta yikh tekhnolohichne zabezpechennia. Tekhnichna elektrodynamika, 6, 44–50.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Halyna Holub, Iryna Voronko, Borys Azizov, Vitalii Chernenko, Mykola Moseichuk, Vitalii Ishchenko
This work is licensed under a Creative Commons Attribution 4.0 International License.
The consolidation and conditions for the transfer of copyright (identification of authorship) is carried out in the License Agreement. In particular, the authors reserve the right to the authorship of their manuscript and transfer the first publication of this work to the journal under the terms of the Creative Commons CC BY license. At the same time, they have the right to conclude on their own additional agreements concerning the non-exclusive distribution of the work in the form in which it was published by this journal, but provided that the link to the first publication of the article in this journal is preserved.
