Lightweight Traffic Monitoring and Analysis Using Video Compression Techniques

被引：0
|
作者：
Zhanikeev, Marat [1 ]
Tanaka, Yoshiaki [2 ,3 ]
机构：
[1] Waseda Univ, Sch Int Liberal Studies, Shinjuku Ku, 1-6-1 Nishi Waseda, Tokyo 1698050, Japan
[2] Waseda Univ, Global Informat &Telecommun Inst, Shinjuku Ku, 1-3-10 Nishi-Waseda, Tokyo 169005, Japan
[3] Waseda Univ, Res Inst Sci & Engn, Shinjuku Ku, 17 Kikuicho, Tokyo 1620044, Japan
来源：
MANAGEMENT ENABLING THE FUTURE INTERNET FOR CHANGING BUSINESS AND NEW COMPUTING SERVICES, PROCEEDINGS | 2009年 / 5787卷
关键词：
traffic analysis; traffic monitoring; anomaly detection; IP space; video compression;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Traffic analysis based only on IP address is a new research area where traffic anomalies can be detected by studying clusters of IP addresses extracted from traveling packets. Such analysis is normally spatial and needs IP addresses to be put in a multi-dimensional map. This paper proposes a novel method that converts such maps to 2-dimensional graphical form and applies video compression techniques to create MPEG-2 VBR movies where frames are individual snapshots of IP space in time. The paper proves that this combination is suitable for traffic monitoring and detection of DDOS attacks as well as large-scale traffic anomalies caused by social phenomena.
引用
收藏
页码：92 / +
页数：2
相关论文
共 50 条
  • [1] Traffic video compression system using wavelet analysis
    Cheng, TH
    Chen, CH
    MOBILE ROBOTS XIII AND INTELLIGENT TRANSPORTATION SYSTEMS, 1998, 3525 : 363 - 368
  • [2] Air Traffic Monitoring using Datastream Analysis Techniques
    Schueller, Gereon
    Schmiegelt, Philip
    Behrend, Andreas
    2015 18TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2015, : 1238 - 1245
  • [3] Video compression using fax techniques
    Chiu, YJ
    Berger, T
    DCC '96 - DATA COMPRESSION CONFERENCE, PROCEEDINGS, 1996, : 429 - 429
  • [4] Video Processing Techniques for Traffic Flow Monitoring: A Survey
    Tian, Bin
    Yao, Qingming
    Gu, Yuan
    Wang, Kunfeng
    Li, Ye
    2011 14TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2011, : 1103 - 1108
  • [5] Traffic Monitoring Using Video Analytics in Clouds
    Abdullah, Tariq
    Anjum, Ashiq
    Tariq, M. Fahim
    Baltaci, Yusuf
    Antonopoulos, Nikos
    2014 IEEE/ACM 7TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC), 2014, : 39 - 48
  • [6] Video tracker system for traffic monitoring and analysis
    Ocakhli, Mehmet
    Demirekler, Mubeccel
    2007 IEEE 15TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS 1-3, 2007, : 350 - +
  • [7] Video compression techniques
    Stenger, L
    NFD INFORMATION-WISSENSCHAFT UND PRAXIS, 1999, 50 (05): : 307 - 307
  • [8] Video compression techniques
    Matthews, J
    ELECTRONICS WORLD, 1996, (1719): : 102 - 108
  • [9] Traffic Video Classification using Edge Detection Techniques
    Katkar, Vijay
    Kulkarni, Siddhant
    Bhatia, Deepti
    2015 INTERNATIONAL CONFERENCE ON NASCENT TECHNOLOGIES IN THE ENGINEERING FIELD (ICNTE), 2015,
  • [10] AI-based video analysis for traffic monitoring
    Tung, Bui Son
    Ngoc, Phung The
    Thanh, Do Duy
    Thinh, Nguyen Hong
    PROCEEDINGS OF 2022 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2022, : 2035 - 2040
12345