Visual Network Traffic Classification Using Multi-Dimensional Piecewise Polynomial Models

被引:0
|
作者
Sanders, Sean [1 ]
Fairbanks, Kevin [1 ]
Jampana, Sahitya [1 ]
Owen, Henry, III [1 ]
机构
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
关键词
Traffic Classification; Piecewise Polynomial;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Computer networks have become a ubiquitous part of modern society. As the spread of networks continues to increase, so do the various applications for the underlying technology. Thus traffic classification has become and remains important to network administrators. In this paper, preliminary results using multi-dimensional piecewise polynomials to model network traffic are shown. Different types of traffic are modeled and inspected visually to demonstrate the usefulness of the procedure.
引用
收藏
页码:283 / 286
页数:4
相关论文
共 50 条
  • [31] Multi-Dimensional Gender Bias Classification
    Dinan, Emily
    Fan, Angela
    Wu, Ledell
    Weston, Jason
    Kiela, Douwe
    Williams, Adina
    PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP), 2020, : 314 - 331
  • [32] Maximum Margin Multi-Dimensional Classification
    Jia, Bin-Bin
    Zhang, Min-Ling
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 4312 - 4319
  • [33] Multi-dimensional classification with Bayesian networks
    Bielza, C.
    Li, G.
    Larranaga, P.
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2011, 52 (06) : 705 - 727
  • [34] A multi-dimensional packet classification algorithm
    Yao, XM
    Hu, GM
    Li, LM
    2004 INTERNATIONAL CONFERENCE ON COMMUNICATION, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS, 2004, : 670 - 673
  • [35] Fast algorithms for the multi-dimensional Jacobi polynomial transform
    Bremer, James
    Pang, Qiyuan
    Yang, Haizhao
    APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021, 52 (52) : 231 - 250
  • [36] Multi-dimensional Deformable Object Manipulation Using Equivariant Models
    Fu, Tianyu
    Tang, Yang
    Wu, Tianyu
    Xia, Xiaowu
    Wang, Jianrui
    Zhao, Chaoqiang
    2023 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, IROS, 2023, : 1000 - 1007
  • [37] Data fusion using Hilbert space multi-dimensional models
    Busemeyer, Jerome
    Wang, Zheng
    THEORETICAL COMPUTER SCIENCE, 2018, 752 : 41 - 55
  • [38] Teammate Selection Using Multi-Dimensional Trust and Attitude Models
    Ahn, Jaesuk
    DeAngelis, David
    Barber, K. Suzanne
    TRUST IN AGENT SOCIETIES, 2008, 5396 : 1 - +
  • [39] Iris matching using multi-dimensional artificial neural network
    Farouk, R. M.
    Kumar, R.
    Riad, K. A.
    IET COMPUTER VISION, 2011, 5 (03) : 178 - 184
  • [40] A Network Representation Learning Method Fusing Multi-dimensional Classification Information of Nodes
    Huang, Chenze
    Zhong, Ying
    IAENG International Journal of Computer Science, 2023, 50 (01):