Preview

Proceedings of Telecommunication Universities

Advanced search

Industrial Internet of Things Traffic Research and Generation

https://doi.org/10.31854/1813-324X-2019-5-3-27-36

Abstract

In this research paper we can see the analysis of the application types, devices, and systems which are used to find the solutions in the industrial Internet of Things. On the basis of a research in a scientific field, we got the developed classification for problem solving in the industrial Internet of Things, including traffic from industrial equipment, traffic of business applications, traffic from open web sources, various types of multimedia traffic and traffic generated by positioning systems. Based on the developed classification, various typical applications, devices, and systems were selected and there was developed the Model network for their traffic analysis. With the help of the developed model network there was traffic analysis research of the industrial Internet of Things. Based on the obtained traffic properties, the algorithm of the traffic generator was described. The results of the traffic generator were compared with the initial probability distributions obtained at the traffic analysis from the different types of traffic sources.

About the Authors

R. .. Kirichek
The Bonch-Bruevich Saint-Petersburg State University of Telecommunications
Russian Federation


V. .. Kulik
The Bonch-Bruevich Saint-Petersburg State University of Telecommunications
Russian Federation


References

1. Кучерявый А.Е., Владыко А.Г., Киричек Р.В., Маколкина М.А., Парамонов А.И., Выборнова А.И. и др. Перспективы научных исследований в области сетей связи на 2017-2020 годы // Информационные технологии и телекоммуникации. 2016. Т. 4. № 3. С. 1-14. URL: https://www.sut.ru/doci/nauka/review/20163/1-14.pdf (дата обращения 04.09.2019)

2. Makolkina M., Paramonov A., Vladyko A., Dunaytsev R., Kirichek R., Koucheryavy A. The Use of UAVs, SDN, and Augmented Reality for VANET Applications // Proceedings of the 3d International Conference on Artificial Intelligence and Industrial Engineering (AIIE, Shanghai, China, 26-27 November 2017). Lancaster: DEStech Publ., 2017. PP. 364-368. DOI:10.12783/dtcse/aiie2017/18244

3. Giyenko A., Cho Y.I. Intelligent UAV in smart cities using IoT // Proceedings of the 16th International Conference on Control, Automation and Systems (ICCAS, Gyeongju, South Korea, 16-19 October 2016). Piscataway, NJ: IEEE, 2016. PP. 207- 210. DOI:10.1109/ICCAS.2016.7832322

4. Rhee S. Catalyzing the Internet of Things and smart cities: Global City Teams Challenge // Proceedings of the 1st International Workshop on Science of Smart City Operations and Platforms Engineering in partnership with Global City Teams Challenge (SCOPE - GCTC, Vienna, Austria, 11 April 2016). Piscataway, NJ: IEEE, 2016. DOI:10.1109/SCOPE.2016.7515058

5. Volkov A., Muthanna A., Pirmagomedov R., Kirichek R. SDN Approach to Control Internet of Thing Medical Applications Traffic // Proceedings of the 20th International Conference on Distributed Computer and Communication Networks (DCCN, Moscow, Russia, 25-29 September 2017). Communications in Computer and Information Science. Cham: Springer, 2017. Vol. 700. PP. 467-476. DOI:10.1007/978-3-319-66836-9_39

6. Pirmagomedov R., Blinnikov M., Glushakov R, Muthanna A., Kirichek R., Koucheryavy A. Dynamic Data Packaging Protocol for Real-Time Medical Applications of Nanonetworks // Proceedings of the 17th International Conference on Next Generation Wired/Wireless Networking (NEW2AN), 10th Conference on Internet of Things and Smart Spaces (ruSMART), 3d International Workshop on Nano-scale Computing and Communications (NsCC), St. Petersburg, Russia, 28-30 August 2017. Lecture Notes in Computer Science. Cham: Springer, 2017. Vol. 10531. PP. 196-205. DOI:10.1007/978-3-319-67380-6_18

7. Geng H. Internet of Things and Data Analytics Handbook. New York: John Wiley, 2017.

8. Tom R.J., Sankaranarayanan S. IoT based SCADA integrated with Fog for power distribution automation // Proceedings of the 12th Iberian Conference on Information Systems and Technologies (CISTI, Lisbon, Portugal, 21-24 June 2017). Piscataway, NJ: IEEE, 2017. DOI:10.23919/CISTI.2017.7975732

9. Kulik V., Kirichek R. The Heterogeneous Gateways in the Industrial Internet of Things // Proceedings of the 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT, Moscow, Russia, 5-9 November 2018). Piscataway, NJ: IEEE, 2018. PP. 210-215. DOI:10.1109/ICUMT.2018.8631232

10. Rec. ITU-T Y.4003 (06/2018) Overview of smart manufacturing in the context of the industrial Internet of things. URL: https://www.itu.int/rec/T-REC-Y.4003-201806-I/en (дата обращения 09.09.2019)

11. Lin S.-W., Miller B., Durand J., Bleakley G., Chigani A., Martin R., et al. Industrial Internet of Things. Volume G1: Reference Architecture. Industrial Internet Consortium. 2017. URL: https://iiconsortium.org/IIC_PUB_G1_V1.80_2017-01-31.pdf (дата обращения 09.09.2019)

12. Shahzad A., Kim Y.G., Elgamoudi A. Secure IoT Platform for Industrial Control Systems // Proceedings of the International Conference on Platform Technology and Service (PlatCon, Busan, South Korea, 13-15 February 2017). Piscataway, NJ: IEEE, 2017. DOI:10.1109/PlatCon.2017.7883726

13. Cho H., Jeong J. Implementation and Performance Analysis of Power and Cost-Reduced OPC UA Gateway for Industrial IoT Platforms // Proceedings of the 28th International Telecommunication Networks and Applications Conference (ITNAC, Sydney, Australia, 21-23 November 2018). Piscataway, NJ: IEEE, 2018. DOI:10.1109/ATNAC.2018.8615377

14. Маколкина М.А., Окунева Д.В., Кулик В.А., Тельтевская В.А., Щербак А.С., Киричек Р.В. Исследование взаимодействия приложений дополненной реальности с облачными сервисами 1С // Электросвязь. 2017. № 12. C. 49-53.

15. Chamekh M., Hamdi M., Asmi S.E., Kim T.H. Secured Distributed IoT Based Supply Chain Architecture // Proceedings of the 27th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE, Paris, France, 27-29 June 2018). Piscataway, NJ: IEEE, 2018. PP. 199-202. DOI:10.1109/WETICE.2018.00045

16. Smit H., Delamer I.M. Service-oriented Architectures in Industrial Automation // Proceedings of the 4th IEEE International Conference on Industrial Informatics (INDIN, Singapore, Singapore, 16-18 August 2006). Piscataway, NJ: IEEE, 2006. DOI:10.1109/INDIN.2006.275707

17. Kirichek R., Golubeva M., Kulik V., Koucheryavy A. The home network traffic models investigation // Proceedings of the 18th International Conference on Advanced Communication Technology (ICACT, Pyeongchang, South Korea, 31 January - 3 February 2016). Piscataway, NJ: IEEE, 2016. PP. 97-100. DOI:10.1109/ICACT.2016.7423288

18. Escudero J.I., Gonzalo F., Mejias M., Parada M., Luque J. Multimedia in the operation of large industrial networks // Proceeding of the IEEE International Symposium on Industrial Electronics (ISIE, Guimaraes, Portugal, 7-11 July 1997). Piscataway, NJ: IEEE, 1997. Vol. 3. PP. 1281-1285. DOI:10.1109/ISIE.1997.648929

19. Macagnano D., Destino G., Abreu G. Indoor positioning: A key enabling technology for IoT applications // Proceeding of the IEEE World Forum on Internet of Things (WF-IoT, Seoul, South Korea, 6-8 March 2014). Piscataway, NJ: IEEE, 2014. DOI:10.1109/WF-IoT.2014.6803131

20. Парамонов А.И. Разработка и исследование комплекса моделей трафика для сетей связи общего пользования. Автореферат дис. … докт. техн. наук. СПб.: СПбГУТ, 2014.

21. Рекомендация МСЭ-Т Q.3900 (09/2006). Методы тестирования и архитектура модельных сетей для тестирования технических средств СПП, используемых в сетях электросвязи общего пользования. URL: https://www.itu.int/rec/ T-REC-Q.3900-200609-I/en (дата обращения 09.09.2019)

22. Вадзинский Р.Н. Справочник по вероятностным распределениям. СПб.: Наука, 2001. 295 с.

23. Емельянов А.А. Лаг-генераторы для моделирования рисковых ситуаций в системе Actor Pilgrim // Прикладная информатика. 2011. № 5(35). С. 98-117.

24. Bruce S. Applied Cryptography: Protocols, Algorithms, and Source Code in C. New York: John Wiley & Sons, Inc., 1996.

25. Кулик В. Генератор трафика Промышленного Интернета Вещей // Cloud Version Control System Bitbucket. URL: https://bitbucket.org/vslavk/generate_iiot_traffic/src/master (дата обращения 20.07.2019)


Review

For citations:


Kirichek R..., Kulik V... Industrial Internet of Things Traffic Research and Generation. Proceedings of Telecommunication Universities. 2019;5(3):27-36. (In Russ.) https://doi.org/10.31854/1813-324X-2019-5-3-27-36

Views: 1452


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1813-324X (Print)
ISSN 2712-8830 (Online)