Characterizing Home Network Traffic: An Inside View

  • Kuai Xu
  • Feng Wang
  • Lin Gu
  • Jianhua Gao
  • Yaohui Jin
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7405)

Abstract

The rapid spread of residential broadband connections and Internet-capable consumer devices in home networks has changed the landscape of Internet traffic. To gain a deep understanding of Internet traffic for home networks, this paper develops a traffic monitoring platform that collects and analyzes home network traffic via programmable home routers and traffic profiling servers. Using traffic data captured from real home networks, we present traffic characteristics in home networks, and then apply principal component analysis to uncover temporal correlations among application ports. To the best of our knowledge, this paper is the first study to characterize network traffic of Internet-capable devices from inside home networks.

Keywords

Internet Service Provider Home Network Bandwidth Usage Application Port Destination Port 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Kuai Xu
    • 1
  • Feng Wang
    • 1
  • Lin Gu
    • 2
  • Jianhua Gao
    • 3
  • Yaohui Jin
    • 4
    • 5
  1. 1.Arizona State UniversityUSA
  2. 2.Hong Kong University of Science and TechnologyHong Kong
  3. 3.Wuhan UniversityChina
  4. 4.Shanghai Jiaotong UniversityChina
  5. 5.State Key Laboratory of Advanced Optical Communication Systems and NetworksChina

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