Author:
Karaulova O.,Kireeva N.,Chupakhina L.,Gazizulina A.
Abstract
The analysis of Weibull and Pareto distribution functions in the approximation of the density of a sum of damping functions, PMRQ approximation and approximation of service distribution in the peak mode of the flow. There was found one of the characteristics of the network, the average waiting time of packets in the queue after application of spectral method of the Lindley’s integral equation. Finally, PMRQ approximation of the average waiting time in TES+/G/1, MMPR, was compared with the analytic values of the same value in the spectral solution of the Lindley’s integral equation obtained by simulation with real traffic. Traffic is captured using the Wireshark protocol analyzer program. The time distributions were obtained in the EasyFit data analysis program, designed for quick statistical data analysis and decision making. Methods of approximation of network traffic allows us to estimate the average packet latency using statistical data analysis, which will improve the quality of service and predict the behavior of traffic.
Publisher
International Journal of Mathematical, Engineering and Management Sciences plus Mangey Ram
Subject
General Engineering,General Business, Management and Accounting,General Mathematics,General Computer Science
Reference20 articles.
1. Akhin, M., Kolton, S., & Itsykson, V. (2015). Random model sampling: making craig interpolation work when it should not. Automatic Control and Computer Sciences, 49(7), 413-419.
2. Altiok, T., & Melamed, B. (2001). The case for modeling correlation in manufacturing systems. IIE Transactions, 33(9), 779-791.
3. Blatov, I.A., Kartashevskii, V.G., Kireeva, N.V., & Chupakhina, L.R. (2013). The method of approximating an arbitrary density distribution of the sum of exponents. Vestnik VGU, 2, 53–57.
4. Chupahina, L.R. (2013). Analysis of the characteristics of queuing systems in the transmission nonpoissonian traffic approximation method of distribution functions. Samara, Povolzhskiy State University of Telecommunications and Informatics Vol. 1.
5. Downey, A.B. (2005). Lognormal and Pareto distributions in the Internet. Computer Communications, 28(7), 790-801.
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