Skip to main content

PBS: Periodic Behavioral Spectrum of P2P Applications

  • Conference paper
Passive and Active Network Measurement (PAM 2009)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 5448))

Included in the following conference series:

Abstract

Due to the significant increase of peer-to-peer (P2P) traffic in the past few years, more attentions are put on designing effective methodologies of monitoring and identifying P2P traffic. In this paper, we propose a novel approach to measure and discover the special characteristics of P2P applications, the periodic behaviors, from the packet traces. We call this the “periodic behavioral spectrum” (PBS) of P2P applications. This new finding, learning the characteristics of P2P traffic from a new angle, could enhance our understanding on P2P applications. To show the effectiveness of our approach, we not only provide justifications as to why P2P applications should have some inherent periodic behaviors, but also conduct hundreds of experiments of applying the approach on several popular P2P applications.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. NetFlow, http://www.cisco.com/web/go/netflow

  2. Wireshark, http://www.wireshark.org/

  3. Banerjee, S., Bhattacharjee, B., Kommareddy, C.: Scalable application layer multicast. In: Proc. ACM SIGCOMM 2002 (August 2002)

    Google Scholar 

  4. Chu, Y., Rao, S.G., Zhang, H.: A case for end system multicast. In: Proc. ACM Sigmetrics 2000 (2000)

    Google Scholar 

  5. Cohen, B.: Incentives build robustness in bittorrent (May 2003), http://bitconjurer.org/BitTorrent/bittorrentecon.pdf

  6. Francis, P.: Yoid: Extending the multicast internet architecture. White paper (1999)

    Google Scholar 

  7. Huang, Y., Fu, T.Z.J., Chiu, D.M., Lui, J.C.S., Huang, C.: Challenges, design and analysis of a large-scale p2p-vod system. In: Proc. ACM SIGCOMM 2008 (2008)

    Google Scholar 

  8. Karagiannis, T., Broido, A., Faloutsos, M., Claffy, K.: Transport layer identification of p2p traffic. In: Proc. IMC 2004 (2004)

    Google Scholar 

  9. Karagiannis, T., Papagiannaki, K., Faloutsos, M.: Blinc: Multilevel traffic classification in the dark. In: Proc. ACM SIGCOMM 2005 (2005)

    Google Scholar 

  10. Legout, A., Liogkas, N., Kohler, E.: Clustering and sharing incentives in bittorrent systems. In: Proc. ACM Sigmetrics 2007 (June 2007)

    Google Scholar 

  11. Moore, A.W., Zuev, D.: Internet traffic classification using bayesian analysis techniques. In: Proc. ACM Sigmetrics 2005 (2005)

    Google Scholar 

  12. Moore, A.W., Zuev, D., Crogan, M.: Discriminators for use in flow-based classification. Technical report, Intel Research, Cambridge (2005)

    Google Scholar 

  13. Oppenheim, A.V., Schafer, R.W., Buck, J.R.: Discrete-time signal processing, 2nd edn. Prentice-Hall, Englewood Cliffs (1999)

    Google Scholar 

  14. Sen, S., Spatscheck, O., Wang, D.: Accurate, scalable in-network identification of p2p traffic. In: Proc. WWW 2004 (2004)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Fu, T.Z.J., Hu, Y., Shi, X., Chiu, D.M., Lui, J.C.S. (2009). PBS: Periodic Behavioral Spectrum of P2P Applications. In: Moon, S.B., Teixeira, R., Uhlig, S. (eds) Passive and Active Network Measurement. PAM 2009. Lecture Notes in Computer Science, vol 5448. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-00975-4_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-00975-4_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-00974-7

  • Online ISBN: 978-3-642-00975-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics