Early identification of peer-to-peer traffic

IEEE International Conference on Communications

Volumn , Issue , 2011, Pages

  Hullár, Béla ^a   Laki, Sándor ^a   György, András ^b  

^a EÖTVÖS LORÁND UNIVERSITY   (Hungary)

^b INSTITUTE FOR COMPUTER SCIENCE AND CONTROL   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

BASIC FLOW; CLASSIFICATION PERFORMANCE; FILE SHARING; MEMORY RESOURCES; NETWORK OPERATOR; PACKET CONTENTS; PACKET-BASED TRAFFIC; PEER-TO-PEER TRAFFIC; REAL TRAFFIC;

COMPUTER NETWORK PERFORMANCE EVALUATION; DISTRIBUTED COMPUTER SYSTEMS; TELECOMMUNICATION TRAFFIC;

PEER TO PEER NETWORKS;

EID: 80052168750     PISSN: 05361486     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icc.2011.5963023     Document Type: Conference Paper

References (16)

1. A. Finamore, M. Mellia, M. Meo, and D. Rossi, "Kiss: Stochastic packet inspection," in TMA '09: Proceedings of the First International Workshop on Traffic Monitoring and Analysis, (Berlin, Heidelberg), pp. 117-125, Springer-Verlag, 2009.
2. J. Ma, K. Levchenko, C. Kreibich, S. Savage, and G. M. Voelker, "Unexpected means of protocol inference," in IMC '06: Proc. of the 6th ACM SIGCOMM conf. on Internet measurement, (New York, NY, USA), pp. 313-326, ACM, 2006.
3. T. T. T. Nguyen and G. Armitage, "A survey of techniques for internet traffic classification using machine learning," IEEE Communications Surveys and Tutorials, vol. 10, no. 4, pp. 56-76, 2008.
4. H. Kim, K. Claffy, M. Fomenkov, D. Barman, M. Faloutsos, and K. Lee, "Internet traffic classification demystified: myths, caveats, and the best practices," in CoNEXT '08: Proceedings of the 2008 ACM CoNEXT Conference, (New York, NY, USA), pp. 1-12, ACM, 2008.
5. M. Pietrzyk, J.-L. Costeux, G. Urvoy-Keller, and T. En-Najjary, "Challenging statistical classification for operational usage: the adsl case," in IMC '09: Proc. of the 9th ACM SIGCOMM conf. on Internet measurement, (New York, NY, USA), pp. 122-135, ACM, 2009.
6. T. Karagiannis, K. Papagiannaki, and M. Faloutsos, "Blinc: multilevel traffic classification in the dark," in SIGCOMM '05: Proc. of the 2005 conf. on Applications, technologies, architectures, and protocols for computer communications, (New York, NY, USA), pp. 229-240, ACM, 2005.
7. B. Gallagher, M. Iliofotou, T. Eliassi-Rad, and M. Faloutsos, "Link homophily in the application layer and its usage in traffic classification, " in INFOCOM'10: Proceedings of the 29th Conference on Information Communications, (Piscataway, NJ, USA), pp. 221-225, 2010.
8. L. Bernaille, R. Teixeira, and K. Salamatian, "Early application identification," in CoNEXT '06: Proceedings of the 2006 ACM CoNEXT conference, (New York, NY, USA), pp. 1-12, ACM, 2006.
9. T. Karagiannis, A. Broido, M. Faloutsos, and K. Claffy, "Transport layer identification of P2P traffic," in IMC '04: Proceedings of the 4th ACM SIGCOMM conference on Internet measurement, October 2004.
10. D. Rossi and S. Valenti, "Fine-grained traffic classification with netflow data," in IWCMC '10: Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, (New York, NY, USA), pp. 479-483, ACM, 2010.
11. G. Szabó, D. Orincsay, S. Malomsoky, and I. Szabó, "On the validation of traffic classification algorithms," in Passive and Active Network Measurement (M. Claypool and S. Uhlig, eds.), vol. 4979 of Lecture Notes in Computer Science, pp. 72-81, Springer Berlin / Heidelberg, 2008. 10.1007/978-3-540-79232-1 8.
12. R. E. Krichevsky and V. K. Trofimov, "The performance of universal encoding," IEEE Trans. Inform. Theory, pp. 199-207, Mar. 1981.
13. F. M. J. Willems, Y. N. Shtarkov, and T. J. Tjalkens, "The contexttree weighting method: Basic properties," IEEE Trans. Inform. Theory, vol. IT-41, pp. 653-664, May 1995.
14. L. Breiman, "Random forests," Machine Learning, no. 1, pp. 5-32, 2001.
15. "Opendpi webpage." http://www.opendpi.org/.
16. A. Finamore, M. Mellia, M. Meo, M. M. Munafò, and D. Rossi, "Live traffic monitoring with tstat: Capabilities and experiences," in Proc. 8th International Conference on Wired/Wireless Internet Communications (WWIC 2010), (Lule° a, Sweden), pp. 290-301, 2010.