Real-time Identification Research of Unstructured P2P Multicast Video Streaming

被引:0
|
作者
Liu, Chaobin [1 ]
He, Jie [2 ]
Guo, Qiang [1 ]
机构
[1] Second Mil Med Univ, Informat Ctr, Shanghai, Peoples R China
[2] Natl Univ Def Technol, Sch Comp Sci, Changsha, Hunan, Peoples R China
基金
美国国家科学基金会;
关键词
unstructured P2P multicast video streaming; real-time; identification; SVM;
D O I
10.1109/MINES.2012.164
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Many potential safety problems result from the rapid development of P2P IPTV business, and the foundation for effectively managing the business is to accurately identify unstructured P2P multicast video streaming. In this paper, an identification method is proposed which is based on support vector machines. The network traffic is successively separated by flow features and behavior features, and finally the applications of unstructured P2P multicast video streaming could be identified. The method not only could adapt to the continuous changes of network, but also could identify the known and unknown flow of unstructured P2P multicast video streaming online. The experiments show that the average identification accuracy of the method is 90.9%, and the identification time is about 5 minutes.
引用
收藏
页码:545 / 548
页数:4
相关论文
共 50 条
  • [1] FEATURE RESEARCH ON UNSTRUCTURED P2P MULTICAST VIDEO STREAMING
    Yang Yuexiang
    Liu Chaobin
    Huang Gaoping
    [J]. PROCEEDINGS OF 2009 2ND IEEE INTERNATIONAL CONFERENCE ON BROADBAND NETWORK & MULTIMEDIA TECHNOLOGY, 2009, : 127 - +
  • [2] An Improved Classification Method of Unstructured P2P Multicast Video Streaming
    Liu, Chaobin
    Guo, Qiang
    He, Jie
    [J]. 2012 FIFTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2012), VOL 2, 2012, : 415 - 418
  • [3] A Classification Method of Unstructured P2P Multicast Video Streaming Based on SVM
    Liu, Chaobin
    Yang, Yuexiang
    Tang, Chuan
    [J]. MINES 2009: FIRST INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION NETWORKING AND SECURITY, VOL 1, PROCEEDINGS, 2009, : 68 - +
  • [4] Improved multicast algorithm for overlay multicast in P2P based video streaming
    Favalli, Lorenzo
    Folli, Marco
    Lanati, Matteo
    [J]. 2010 7TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE-CCNC 2010, 2010, : 658 - +
  • [5] Real-time P2P Traffic Identification
    Li, Jun
    Zhang, Shunyi
    Lu, Yanqing
    Yan, Junrong
    [J]. GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, 2008,
  • [6] Loss-tolerant Real-time Content Integrity Validation for P2P Video Streaming
    Yu, Fang
    Gopalakrishnan, Vijay
    Ramakrishnan, K. K.
    Lee, David
    [J]. 2009 FIRST INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORKS (COMSNETS 2009), 2009, : 208 - +
  • [7] Scalable P2P Video Streaming
    Alhaisoni, Majed
    Ghanbari, Mohammed
    Liotta, Antonio
    [J]. INTERNATIONAL JOURNAL OF BUSINESS DATA COMMUNICATIONS AND NETWORKING, 2010, 6 (03) : 49 - 65
  • [8] ARMS: An Agent-based Real-Time Monitoring System for Large Scale P2P Video Streaming Platforms
    Huang, Nen-Fu
    Wang, Tzu-Chien
    Wang, Ming-Hung
    Peng, Shiu-Shun
    [J]. 17TH ASIA-PACIFIC CONFERENCE ON COMMUNICATIONS (APCC 2011), 2011, : 405 - 410
  • [9] Heuristic-based Real-Time P2P Traffic Identification
    Reddy, Jagan Mohan
    Hota, Chittaranjan
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON EMERGING INFORMATION TECHNOLOGY AND ENGINEERING SOLUTIONS (EITES 2015), 2015, : 38 - 43
  • [10] A real-time streaming media file sharing mechanism based on P2P and SIP
    Yang, Deguo
    Wang, Hui
    Zhao, Yuhui
    Gao, Yuan
    [J]. 2006 1ST INTERNATIONAL SYMPOSIUM ON PERVASIVE COMPUTING AND APPLICATIONS, PROCEEDINGS, 2006, : 731 - +