Multifractal-based multiplicative cascades model for network applications

被引：0
|
作者：
Luo, Haiyong [1 ]
机构：
[1] Department of Mathematics and Computer Science, Xinyu University, China
来源：
International Journal of Control and Automation | 2014年 / 7卷 / 11期
关键词：
Fractals;
D O I：
10.14257/ijca.2014.7.11.04
中图分类号：
学科分类号：
摘要：
A computer network is a telecommunications network that allows computers to share, exchange, and transmit data. Thus, the network flow rate is very critical. How to measure the flow rate attracted large number of attentions from both academia and practical parties. This paper proposes a multifractal-based multiplicative cascades model for network applications, especially to analyze the test the network flow rate. It is observed that the fitting is well so that the proposed model is able to work out the flow rate in the network applications. In addition, the model using the multifractal-based multiplicative cascades is able to illustrate the trends of the flow rate in the network applications.
引用
收藏
页码：35 / 42
相关论文
共 50 条
  • [31] Hierarchical coefficient of a multifractal based network
    Moreira, Darlan A.
    Lucena, Liacir dos Santos
    Corso, Gilberto
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 396 : 242 - 247
  • [32] A NOVEL MULTIFRACTAL-BASED METHOD FOR PREDICTION OF SUDDEN CARDIAC DEATH BY DIFFERENTIATING CARDIAC SIGNALS IN TWO ABNORMAL HEART CONDITIONS
    Dorostghol, Ali
    Maghsoudpour, Adel
    Ghaffari, Ali
    Nikkhah-bahrami, Mansour
    JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2024, 24 (03)
  • [33] A multifractal wavelet model with application to network traffic
    Riedi, RH
    Crouse, MS
    Ribeiro, VJ
    Baraniuk, RG
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (03) : 992 - 1018
  • [34] Model of Network Traffic based on Network Applications and Network Users
    Liu, Peng
    Liu, Fang
    Lei, Zhemning
    ISCSCT 2008: INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 171 - 174
  • [35] Scaling analysis of conservative cascades, with applications to network traffic
    Gilbert, AC
    Willinger, W
    Feldmann, A
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (03) : 971 - 991
  • [36] Simulating multifractal sea clutter by N-partitioned random multiplicative process model
    Hu, Chong
    Luo, Feng
    Fan, Yi-Fei
    Chen, Shuai-Lin
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2015, 37 (06): : 1470 - 1475
  • [37] Multiplicative neuron model artificial neural network based on Gaussian activation function
    Gundogdu, Ozge
    Egrioglu, Erol
    Aladag, Cagdas Hakan
    Yolcu, Ufuk
    NEURAL COMPUTING & APPLICATIONS, 2016, 27 (04): : 927 - 935
  • [38] Multiplicative neuron model artificial neural network based on Gaussian activation function
    Ozge Gundogdu
    Erol Egrioglu
    Cagdas Hakan Aladag
    Ufuk Yolcu
    Neural Computing and Applications, 2016, 27 : 927 - 935
  • [39] Parameter estimation of cascades model for network traffic
    Yi, Z
    Li, LM
    Bo, L
    2004 INTERNATIONAL CONFERENCE ON COMMUNICATION, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS - VOL 2: SIGNAL PROCESSING, CIRCUITS AND SYSTEMS, 2004, : 855 - 858
  • [40] A New Multiplicative Seasonal Neural Network Model Based on Particle Swarm Optimization
    Cagdas Hakan Aladag
    Ufuk Yolcu
    Erol Egrioglu
    Neural Processing Letters, 2013, 37 : 251 - 262
12345