NDLI: Modeling of network traffic

Content Provider	IEEE Xplore Digital Library
Author	D'Apice, C. Galaktionova, O. Khokhlov, Y. Pagano, M.
Copyright Year	2010
Description	Author affiliation: Department of Mathematical statistics and System Analysis Tver State University, 170100 Zhelybov Street 33, Russia (Khokhlov, Y.) \|\| Department of Information Engineering and Applied Mathematics University of Salerno, Via Ponte don Melillo, 84084 Fisciano, Italy (D'Apice, C.) \|\| Department of Information Engineering, University of Pisa, 56122 Via Caruso 16, Italy (Pagano, M.) \|\| Department of Probability Theory and Mathematical Statistics, People's Friendship University of Russia, 117198 Miklukho-Maklaya str., 6, Moscow, Russia (Galaktionova, O.)
Abstract	The paper describes a new class of stochastic processes, which generalizes the concept of self-similarity. This class of processes is suitable for traffic modeling since it permits to take into account the presence of several traffic components with different statistical properties and defines proper conditions for the convergence of the aggregated traffic to suitable limit processes. The main result of the paper is that under adequate normalization conditions the aggregation of heterogeneous flows converges to the sum of two independent processes (α-Stable Levy Motion and Fractional Brownian Motion), able to take into account the self-similar nature of broadband traffic as well is its bursty (i.e., non Gaussian) marginal distribution.
Starting Page	1137
Ending Page	1140
File Size	243369
Page Count	4
File Format	PDF
ISBN	9781424472857
ISSN	2157023X
e-ISBN	9781424472864
DOI	10.1109/ICUMT.2010.5676524
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-18
Publisher Place	Russia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Self-similar processes Heating Modelling of nonhomogeneous traffic Equations Convergence
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
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