Research on Self-Similarity Network Traffic Modeling

被引：0

作者：

Zhang, Yu ^{[1
]}

Yin, Tengfei ^{[2
]}

机构：

[1] North China Univ Water Conservancy & Elect Power, Sch Math & Informat Sci, Zhengzhou, Peoples R China

[2] Sany Germany GMBH, German Res Inst, Changsha, Peoples R China

来源：

MECHANICAL AND AEROSPACE ENGINEERING, PTS 1-7 | 2012年 / 110-116卷

关键词：

self-similar; network volume; Model;

D O I：

10.4028/www.scientific.net/AMM.110-116.2859

中图分类号：

V [航空、航天];

学科分类号：

08 ; 0825 ;

摘要：

This paper introduces the phenomenon of self-similar network, and then it gives the mathematical definition of self-similar and analysis for the network performance. Based on this, this paper puts forward a new mapping model of ON / OFF and the chaotic mapping model based on the ideas. The model simplifies the chaotic mapping function mapping model by choosing a random variable with a linear piecewise function. The model length is subject to the state heavy-tailed. This model can capture network traffic self-similarity.

引用

页码：2859 / +

页数：2

共 50 条

[41] Self-similarity research of stock networks
Wang Xiao-xia
Li Xing-ye
Zhao Jia-jia
PROCEEDINGS OF THE 4TH CONFERENCE ON SYSTEMS SCIENCE, MANAGEMENT SCIENCE AND SYSTEMS DYNAMICS, SSMSSD10, VOL 4, 2011, : 43 - 48
[42] Self-similarity research of complex networks
Department of Computer Science, Huazhong Normal University, Wuhan 430079, China
不详
Zhongshan Daxue Xuebao, 2006, SUPPL. (68-71):
[43] Network Traffic Anomaly Detection Based on Self-Similarity Using HHT and Wavelet Transform
Cheng, Xiaorong
Xie, Kun
Wang, Dong
FIFTH INTERNATIONAL CONFERENCE ON INFORMATION ASSURANCE AND SECURITY, VOL 1, PROCEEDINGS, 2009, : 710 - 713
[44] On the influence of self-similarity on optical burst switching traffic
Izal, A
Aracil, J
GLOBECOM'02: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-3, CONFERENCE RECORDS: THE WORLD CONVERGES, 2002, : 2308 - 2312
[45] Self-Similarity and Heavy-Tail of ICMP Traffic
Liu, Wai-xi
Yan, Yi-er
Dong, Tang
Tang Run-hua
JOURNAL OF COMPUTERS, 2012, 7 (12) : 2948 - 2954
[46] Study of on-line measurement of traffic self-similarity
Liudvikas Kaklauskas
Leonidas Sakalauskas
Central European Journal of Operations Research, 2013, 21 : 63 - 84
[47] Self-similarity of TCP/IP traffic microflows and their aggregations
Wu, XD
Nikolaidis, I
IC'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTERNET COMPUTING, VOLS I AND II, 2001, : 1093 - 1104
[48] Self-similarity of compressed video traffic in ATM networks
Kudoh, S
Takagi, H
Hamada, G
Kubota, F
ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 2000, 83 (06): : 108 - 116
[49] Viewpoint: Self-similarity upsets data traffic assumptions
Stallings, W
IEEE SPECTRUM, 1997, 34 (01) : 28 - 29
[50] Self-similarity of compressed video traffic in ATM networks
Kudoh, Seiya
Takagi, Hideaki
Hamada, Gen
Kubota, Fumito
Electronics and Communications in Japan, Part I: Communications (English translation of Denshi Tsushin Gakkai Ronbunshi), 2000, 83 (06): : 108 - 116

← 1 2 3 4 5 →