Software Level of the Computer Network Monitoring System with Additional Anomaly Diagnostics Module
Abstract
This article describes the software architecture level of the computer network operation monitoring system with an anomaly diagnostics module. A software solution for this level of network monitoring system architecture is proposed. Also, the article reflects the results of tests of compliance with the requirements to the architecture of the monitoring system of computer network operation with an anomaly diagnostics module: the ability to cluster anomalies in the network, manual and automatic control of forming scenarios of impact on nodes, the ability to scale the network monitoring system, the availability of separate data storage for statistics and scenarios impact on nodes and other requirements. In addition, this article presents the results of testing the developed software solution. The tests were conducted to cluster computer network anomalies and forming scenarios of impact on the observed unstable network nodes. The results show that the developed software allows you to cluster anomalies in the computer network, as well as during additional diagnostics of unstable nodes to form scenarios of impact on such nodes.
References
D. Mistry, P. Modi, K. Deokule, A. Patel, H. Patki, and O. Abuzaghleh, “Network traffic measurement and analysis,” in Proc. of 2016 IEEE Long Island Systems, Applications and Technology Conference (LISAT), Farmingdale, NY, USA, pp. 1–7, 2016; doi:10.1109/LISAT.2016.7494141
A. Siswanto, A. Syukur, E. A. Kadir, and Suratin, “Network Traffic Monitoring and Analysis Using Packet Sniffer,” in Proc. 2019 Int. Conf. on Advanced Communication Technologies and Networking (CommNet), pp. 1–4, 2019; doi:10.1109/commnet.2019.8742369
B. Kurt, E. Zeydan, U. Yabas, I. A. Karatepe, G. K. Kurt, and A. T. Cemgil, “A Network Monitoring System for High Speed Network Traffic,” in Proc. of 2016 13th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), pp. 1–3, 2016; doi:10.1109/sahcn.2016.7732965
A. K. Kanaev, M. A. Kamynina, and E. V. Oparin, “Methods of detecting of anomalies in functioning of elements of data transmission network for management system,” Bulletin of scientific research results, vol. 3, no.4, pp. 137–148, 2012 (in Russian).
N. A. Dorodnikov, I. M. Dorodnikova, and S. A. Arustamo, “Puti resheniya problem lokal’nyhsetej na etapah planirovaniya i ekspluatacii” [Ways to solve local network problems in the planning and operation phases], Collection of scientific papers SWorld, vol. 12, no. 4, pp. 66–70, 2013 (in Russian).
V. V. Allakin, “Analysis of methods for estimating time series by the monitoring server of a public information and telecommunications network,” Means of Communication Equipment, no. 2, pp. 60–80, 2021 (in Russian).
A. L. Moiseev, R. R. Moiseeva, V. V. Sharov, and Yu. Н. Zatsarinnaya, “Metody testirovaniya i diagnostirovaniya komp’yuternyh setej” [Methods for testing and diagnosing computer networks], Herald of Technological University, no. 1 (17), pp. 315–316, 2014 (in Russian).
M. I. Avilov and Yu. A. Shichkina, ”Additional diagnostics of anomalies when monitoring a dynamic computer network using working scenarios,” Proceedings of Saint Petersburg Electrotechnical University, no. 10, pp. 94–102, 2021 (in Russian).
M. I Avilov and Yu. A. Shichkina, “Multilevel Architecture of a Computer Network Operation Monitoring System With an Anomaly Diagnostics Module,” Computer tools ineducation, no. 1, pp. 55–73, 2023 (in Russian); doi:10.32603/2071-2340-2023-1-55-73
M. I. Avilov, Yu. A. Shichkina, and M. S. Kupriyanov, “Monitoring of an information and communication computernetwork using a neural network module,” Proceedings of Saint Petersburg Electrotechnical University, no. 5, pp. 34–45, 2020 (in Russian).
R.G. Shykhaliev, “A mobile multi-agent-based conceptual architecture for theintelligent monitoring of computer networks,” Problems of information technology, no. 2, pp. 68–75, 2015; doi:10.25045/jpit.v06.i2.07
A. L. Moiseev, V. V. Sharov, R. R. Moiseeva, and Yu. Н. Zatsarinnaya, “Avtomatizirovannaya sistema kontrolya elektricheskih parametrov pitaniya uzlov komp’yuternyh setej” [Automated system for controlling electrical parameters of computer network nodes power supply], Herald of Technological University, vol. 16, no. 11, pp. 237–238, 2013 (in Russian).
O. I. Sheluhin, A. V. Osin, and D. V. Kostin, “Monitoring and diagnostics of anomalous states in a computer network based on the study of "historical data ” T-Comm, vol. 14, no.4, pр. 23–30, 2020 (in Russian).
V. A. Bogomolov and I. D. Pervukhin, “Creating an automated system for monitoring, collection and processing statistics for a protected corporate network KNITU,” Modern Science: actual problems of theory and practice. Ser. Natural and Technical Sciences, no. 8, pp. 35–42, 2019 (in Russian).
P. A. Bezruk, “Developing distributed monitoring system of the computer Network based on rest api,” Proc. of Current problems of aviation and cosmonautics, no. 13, pp. 94–95, 2017 (in Russian).
N. P. Budko, N. V. Vasiliev, and А. А Gruzdev, “Collection and processing of big data in monitoring systems of information and telecommunication networks by means of Hadoop technology,” Means of Communication Equipment, no. 1 (161), pp. 78–88, 2023 (in Russian); doi:10.24412/2782-2141-2023-1-78-88
A. V. Opryshko, “Arhitektura avtomatizirovannoj sistemy monitoringa serverov i servisov komp’yuternoj seti” [Architecture of an automated system for monitoring servers and services of a computer network], in Youth Scientific and Technical Bulletin, no. 8, pp. 1–8, 2015 (in Russian). [Online]. Available: http://ainsnt.ru/doc/799398.html
E. Yu. Kostenko, R. R. Duysengaliev, and E. A. Barabanova, “Monitoring systems for traffic control of technological networks of data transmission,” Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, no. 4, pp. 101–109, 2015 (in Russian).
Yu. Sinitsyn and D. Kunavin, “Monitoring system of the network infrastructure of the medical institution,” Norwegian Journal of development of the International Science, no. 1(1), pp. 45–51, 2018.
О. S. Vysochina, S. I. Shmatkov, and S. A. Muchsin, ”Analysis of telecommunications networks monitoring systems,” Radio Electronics, Computer Science, Control, no. 2, pp. 139–142, 2010.
T. A. Gayfulin and D. S. Kostomarov, “Analysis of modern monitoring systems,” Proceedings of Tula State University, no. 9, pp. 51–55, 2013 (in Russian).
K. S. Shardakov, “Sravnitelnyi analiz populiarnykh sistem monitoringa setevogo oborudovaniia, rasprostraniaemykh po litsenzii GPL” [Comparative Analysis of the Popular Monitoring Systems for Network Equipment DistributedUnder the GPL License], Intellectual Technologies on Transport, no. 1(13), pp. 44–48, 2018 (in Russian).
This work is licensed under a Creative Commons Attribution 4.0 International License.
