Using spline-extrapolation in the research of self-similar traffic characteristics

[1] 3GPP Study on Scenarios Requirements for Next Generation Access Technologies, ETSI TR 38.913, V14.3.0, 2017.Search in Google Scholar

[2] D. Evans, The Internet of Things, How the Next Evolution of the Internet Is Changing Everything, White Paper: Cisco, 2011.Search in Google Scholar

[3] V. V. Krylov and S. S. Samohvalova, Theory of telegraphic its applications, BXV-Petersburg, 2005.Search in Google Scholar

[4] O. I. Sheluhin, A. V. Osin, and S. M. Smolskii, Self-Similarity Fractals, Telecommunication Applications, Phismatlit, 2008.10.1002/9780470062098Search in Google Scholar

[5] F. C. Pereira, C. Antoniou, J. A. Fargas, and M. Ben-Akiva, “A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction Systems”, IEEE Transportation on Intelligent Transportation Systems, vol. 15, no. 3, pp. 1310–1322, 2014, DOI: 10.1109/TITS.2014.2300103, 2014.10.1109/TITS.2014.23001032014Open DOISearch in Google Scholar

[6] C. Y. Li, Z. Han, and Z. Sun, “A novel Self-Similar Traffic Prediction Method Based on Wavelet Transform for Satellite Internet”, EAI Endorsed Transactions on Ambient System, vol. 4, no. 14, pp. 1–7, DOI: 10.4108/eai.28-8-2017.153306, 2017.10.4108/eai.28-8-2017.1533062017Open DOISearch in Google Scholar

[7] H. H. Theyazn Aldhyani and J. Manish, “An Integrated Model for Prediction of Loading Packets in Network Traffic”, Proceeding Second International Conference on Information Communication Technology for Competitive Strategies, 4–5 March 2016, pp. 1–8, DOI: 10.1145/2905055.2905236, 2016.10.1145/2905055.29052362016Open DOISearch in Google Scholar

[8] V. Kumar and L. Vanajakshi, “Short-term traffic flow prediction using seasonal ARIMA model with limited input data”, European Transport Research Review, Springer, vol. 7-21, pp. 9-21, 2015, DOI: 10.1007/s12544-015-0170-8.10.1007/s12544-015-0170-8Open DOISearch in Google Scholar

[9] P. Sarigiannidis, K. Aproikidis, M. Louta, and P. Angelidis, “Predicting Multimedia Traffic in Wireless Networks: A Performance Evaluation of Cognitive Techniques”, Proceeding 5th International Conference on Information, Intelligence, Systems Applications (IISA-2014), 7-9 July 2014, pp. 341–346, 2014, DOI: 10.1109/IISA.2014.6878802.10.1109/IISA.2014.6878802Open DOISearch in Google Scholar

[10] M. Oravec, M. Petras, and P. Pilka, “Video Traffic Prediction Using Neural Networks”, Acta Polytechnica Hungarica, vol. 5, no. 4, pp. 59–78, 2008.Search in Google Scholar

[11] I. Klevecka, “Forecasting Network Traffic: A Comparison of Neural Networks Linear Models Reliability Statistics in Transportation Communication”, Proceeding 9th International Conference (RSTC-2009), 21–24 October 2009, pp. 31–36, 2009.Search in Google Scholar

[12] E. Grab and S. Sharkovsky, “Real-Time Estimation of Traffic Self-Similarity Parameter in Simulink with Wavelet Transform”, Elektronika ir elektrotechnika, vol. 19, pp. 88–91, 2008.10.5755/j01.eee.19.3.3702Search in Google Scholar

[13] https://www.mathworks.com.Search in Google Scholar

[14] I. V. Strelkovskaya, I. N. Solovskaya, N. V. Severin, and S. A. Paskalenko, “Spline Approximation based Restoration for Self-Similar Traffic”, Eastern-European Journal of Enterprise Technologies, vol. 3/4, no. 87, pp. 45–50, 2017, DOI: 10.15587/1729-4061.2017.102999.10.15587/1729-4061.2017.102999Search in Google Scholar

[15] I. Strelkovskaya and I. Solovskaya, “Approximation of Self-Similar Traffic by Spline-Functions”, Proceedings of the XIII-th International Conference Modern Problems of Radio Engineering, Telecommunications Computer Science: (TSET’2016), 23–26 February, 2016, pp. 132–135, 2017, DOI: 10.1109/tcset.2016.7451991.10.1109/tcset.2016.7451991Open DOISearch in Google Scholar

[16] I. V. Strelkovskaya, T. I. Grygoryeva, and I. N. Solovskaya, “Self-Similar Traffic in G/M/1 queue defined by the Weibull Distribution”, Radioelectronics Communications Systems, vol, 61, no. 3, pp. 173–180, 2018, DOI: 10.20535/S0021347018030056.10.20535/S0021347018030056Search in Google Scholar

[17] I. Strelkovskaya, I. Solovskaya, and A. Makoganiuk, “Optimization of QoS chracteristics of self-similar traffic”, Proceeding of the 4th International Scientific-Practical Conference: Problems of Infocommunications Science Technology (PICS&T 2017), 10–13 October 2017, pp. 497–500, 2017, DOI: 10.1109/INFOCOMMST.2017.8246447.10.1109/INFOCOMMST.2017.8246447Open DOISearch in Google Scholar

[18] Yu. S. Zavyalov B. I. vasov and V. L. Miroshnichenko, Methods of Spline Functions, Science, 1980.Search in Google Scholar