Information Technologies for Analysis and Modeling of Computer Network’s Development

作者: Nataliia Ivanushchak , Nataliia Kunanets , Volodymyr Pasichnyk

DOI: 10.1007/978-3-030-43070-2_20

关键词:

摘要: One of the key problems to provide secure management complex computer networks is testing, which requires a functional depiction such systems by corresponding mathematical model. That’s why it needful implement statistical study network ensembles, simulation their architecture and increase motions. The purpose work analyze properties different Internet providers, develop new, improve adapt existing methods tools simulation, enable structure parameters based on fragmentary observation data, modeling forecasting processes for development structuring in Within framework formalism networks. Here systematic analysis means prediction growth clustering was carried out, requirements them review models were developed, this basis list actual unexamined tasks developed further improvement new scientifically grounded decisions. method used analysis, evaluation stability directed hacker attacks distribution viruses them.

参考文章(37)
Natalia Kryvinska, Peter Zinterhof, Do van Thanh, An Analytical Approach to the Efficient Real-Time Events/Services Handling in Converged Network Environment Network-Based Information Systems. pp. 308- 316 ,(2007) , 10.1007/978-3-540-74573-0_32
A. A. Ignatenko, D. V. Ageyev, Structural and parametric synthesis of telecommunication systems with the usage of the multi-layer graph model international crimean conference microwave and telecommunication technology. pp. 498- 499 ,(2013)
Ageyev Dmytro, Al-Anssari Ali, Qasim Nameer, None, Multi-period LTE RAN and services planning for operator profit maximization international conference on experience of designing and applications of cad systems in microelectronics. pp. 25- 27 ,(2015) , 10.1109/CADSM.2015.7230786
Natalia Kryvinska, An analytical approach for the modeling of real-time services over IP network Mathematics and Computers in Simulation. ,vol. 79, pp. 980- 990 ,(2008) , 10.1016/J.MATCOM.2008.02.016
Albert-László Barabási, Réka Albert, Emergence of Scaling in Random Networks Science. ,vol. 286, pp. 509- 512 ,(1999) , 10.1126/SCIENCE.286.5439.509
Natalia Kryvinska, Intelligent Network Analysis by Closed Queuing Models Telecommunication Systems. ,vol. 27, pp. 85- 98 ,(2004) , 10.1023/B:TELS.0000032945.92937.8F
Réka Albert, Hawoong Jeong, Albert-László Barabási, Error and attack tolerance of complex networks Nature. ,vol. 406, pp. 378- 382 ,(2000) , 10.1038/35019019
Jeff Alstott, Ed Bullmore, Dietmar Plenz, powerlaw: A Python Package for Analysis of Heavy-Tailed Distributions PLoS ONE. ,vol. 9, pp. e85777- ,(2014) , 10.1371/JOURNAL.PONE.0085777
Natalia Kryvinska, Peter Zinterhof, Do van Thanh, New-Emerging Service-Support Model for Converged Multi-Service Network and Its Practical Validation complex, intelligent and software intensive systems. pp. 100- 110 ,(2007) , 10.1109/CISIS.2007.40
Duncan J. Watts, Steven H. Strogatz, Collective dynamics of small-world networks Nature. ,vol. 393, pp. 440- 442 ,(1998) , 10.1038/30918