A Simple Multifractal Model for Self-Similar Traffic Flows in High-Speed Computer Networks

被引：0
|
作者：
Millan Naveas, Ginno [1 ]
San Juan Urrutia, Enrique [1 ]
Vargas Guzman, Manuel [2 ]
机构：
[1] Univ Santiago Chile, Dept Ingn Elect, Santiago, Chile
[2] Univ San Sebastian, Fac Ingn Tecnol, Santiago, Chile
来源：
COMPUTACION Y SISTEMAS | 2019年 / 23卷 / 04期
关键词：
Multifractals; self-similarity; Hurst exponent (H); high-speed computer networks; traffic models; LONG-RANGE DEPENDENCE; LRD;
D O I：
10.13053/CyS-23-4-2831
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper proposes a multifractal model, with the aim of providing a possible explanation for the locality phenomenon that appears in the estimation of the Hurst exponent in stationary second order temporal series representing self-similar traffic flows in current high-speed computer networks. It is shown analytically that this phenomenon occurs if the network flow consists of several components with different Hurst exponents.
引用
收藏
页码：1517 / 1521
页数：5
相关论文
共 33 条
  • [1] A Fast Multifractal Model for Self-Similar Traffic Flows in High-Speed Computer Networks
    Millan, G.
    Lefranc, G.
    FIRST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2013, 17 : 420 - 425
  • [2] A Simple Estimator of the Hurst Exponent for Self-Similar Traffic Flows
    Millan, G.
    Juan, E. S.
    Jamett, M.
    IEEE LATIN AMERICA TRANSACTIONS, 2014, 12 (08) : 1349 - 1354
  • [3] The self-similar and multifractal nature of a network traffic model
    Maulik, K
    Resnick, S
    STOCHASTIC MODELS, 2003, 19 (04) : 549 - 577
  • [4] A Simple and Fast Algorithm for Traffic Flow Control in High-Speed Computer Networks
    Millan, Ginno
    Fuertes, Guillermo
    Alfaro, Miguel
    Carrasco, Raul
    Vargas, Manuel
    2018 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION/XXIII CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (ICA-ACCA), 2018,
  • [5] RESEARCH OF THE INFLUENCE OF SELF-SIMILAR PROCESSES OVER THE COMPUTER NETWORKS TRAFFIC
    Gospodinov, Mitko
    Gospodinova, Evgeniya
    COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2011, 64 (11): : 1601 - 1606
  • [6] The Locality Phenomenon in the Analysis of Self-Similar Network Traffic Flows
    Millan, G.
    Chait, M.
    Lefranc, G.
    2016 IEEE INTERNATIONAL CONFERENCE ON AUTOMATICA (ICA-ACCA), 2016,
  • [7] A Study Based on Self-similar Network Traffic Model
    An, Xiaoguang
    Qu, Liangliang
    HuiYan
    PROCEEDINGS 2015 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS ISDEA 2015, 2015, : 73 - 76
  • [8] The Study of Traffic Anomalies Using Self-similar Traffic Model
    Kolbusz, Janusz
    Korniak, Janusz
    Paszczynski, Stanislaw
    3RD INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION, 2010, : 467 - 471
  • [9] Bispectral analysis of traffic in high-speed networks
    Terdik, G
    Gál, Z
    Iglói, E
    Molnár, S
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2002, 43 (12) : 1575 - 1583
  • [10] The associative multifractal process: a new model for computer network traffic flows
    Milian, Ginno
    Osorio-Comparan, Roman
    Lomas-Barrie, Victor
    Lefranc, Gaston
    2021 IEEE CHILEAN CONFERENCE ON ELECTRICAL, ELECTRONICS ENGINEERING, INFORMATION AND COMMUNICATION TECHNOLOGIES (IEEE CHILECON 2021), 2021, : 387 - 392
1234