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
收藏
页码：2859 / +
页数：2
相关论文
共 50 条
  • [1] Self-similarity of network traffic
    Zhang, Zailong
    Zhao, Guiping
    Shen, Subin
    Zhang, Shunyi
    Nanjing Youdian Xueyuan Xuebao/Journal of Nanjing Institute of Posts and Telecommunications, 2000, 20 (02): : 45 - 50
  • [2] On the effect of traffic self-similarity on network performance
    Park, KH
    Kim, GT
    Crovella, M
    PERFORMANCE AND CONTROL OF NETWORK SYSTEMS, 1997, 3231 : 296 - 310
  • [3] Effect of TCP on self-similarity of network traffic
    Wisitpongphan, N
    Peha, JM
    ICCCN 2003: 12TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, PROCEEDINGS, 2003, : 370 - 373
  • [4] Self-similarity Analysis and Application of Network Traffic
    Xu, Yan
    Li, Qianmu
    Meng, Shunmei
    MOBILE COMPUTING, APPLICATIONS, AND SERVICES, MOBICASE 2019, 2019, 290 : 112 - 125
  • [5] Self-similarity Analysis and Application of Water Network Traffic
    Xu, Yan
    Shamrooz, Summera
    Li, Qianmu
    Hou, Jun
    2019 IEEE FIFTH INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING SERVICE AND APPLICATIONS (IEEE BIGDATASERVICE 2019), 2019, : 257 - 261
  • [6] Queue management algorithms and network traffic self-similarity
    Sikdar, B
    Chandrayana, K
    Vastola, KS
    Kalyanaraman, S
    HPSR 2002: WORKSHOP ON HIGH PERFORMANCE SWITCHING AND ROUTING, PROCEEDINGS: MERGING OPTICAL AND IP TECHNOLOGIES, 2002, : 319 - 323
  • [7] Self-similarity characteristic analysis of the network redundant traffic
    Dong, Zengwen
    Deng, Xiaohua
    Xing, Ling
    Journal of Computational Information Systems, 2015, 11 (09): : 3395 - 3400
  • [8] Using Traffic Self-Similarity for Network Anomalies Detection
    Popa, Sorin Mihai
    Manea, George Marian
    2015 20TH INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE, 2015, : 639 - 644
  • [9] Study of the Impact of Self-Similarity on the Network Node Traffic
    Kaklauskas, L.
    Sakalauskas, L.
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2011, (05) : 27 - 32
  • [10] Self-similarity in wide-area network traffic
    Isopi, M
    OPTICAL NETWORKS: DESIGN AND MODELLING, 1999, 19 : 123 - 130
12345