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T2MC: A Peer-to-Peer Mismatch Reduction Technique by Traceroute and 2-Means Classification Algorithm

  • Guangyu Shi
  • Youshui Long
  • Jian Chen
  • Hao Gong
  • Hongli Zhang
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4982)

Abstract

The Peer-to-Peer (P2P) technology has many potential advantages, including high scalability and cost-effectiveness. However, most P2P system performance suffers from the mismatch between the overlays topology and the underlying physical network topology, causing a large volume of redundant traffic in the Internet. A lot of research works have been presented to address this issue, but most results still have some drawbacks. In this paper, we propose a quite simple but efficient topology matching technique, T2MC, which uses the peers’ Traceroute result to execute 2-Means Classification, thereafter lets peers to build efficient “close” cluster. By performing experiments using the measured realistic Internet data of China, we show that T2MC outperforms the well-known GNP in both aspects of accuracy and maintenance cost.

Keywords

Peer-to-Peer mismatch clustering 

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Copyright information

© IFIP International Federation for Information Processing 2008

Authors and Affiliations

  • Guangyu Shi
    • 1
  • Youshui Long
    • 1
  • Jian Chen
    • 1
  • Hao Gong
    • 1
  • Hongli Zhang
    • 2
  1. 1.Huawei Technologies Co., LtdShenzhenChina
  2. 2.Harbin Institute of TechnologyHarbinChina

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