On the validation of traffic classification algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4979 LNCS, Issue , 2008, Pages 72-81

  Szabó, Géza ^a   Orincsay, Dániel ^a   Malomsoky, Szabolcs ^a   Szabó, István ^a  

^a ERICSSON RESEARCH   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); NETWORK MANAGEMENT; PROBLEM SOLVING;

NETWORK OPERATORS; REFERENCE PACKETS; TRAFFIC CLASSIFICATION; VALIDATION;

TELECOMMUNICATION TRAFFIC;

EID: 43949108876     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-79232-1_8     Document Type: Conference Paper

References (19)

1. IANA.TCP and UDP port numbers, http://www.iana.org/assignments/port- numbers
2. MSN Messenger, http://join.msn.com/messenger/overview2000
3. RFC 2113, http://www.networksorcery.com/enp/rfc/rfc2113.txt
4. RFC 2246, http://www.ietf.org/rfc/rfc2246.txt
5. RFC 4251, http://www.ietf.org/rfc/rfc4251.txt
6. Skype, http://www.skype.com
7. The measurement created for this article, http://pics.etl .hu/∼szabog/measurement. tar
8. uTorrent, http://www.utorrent.com
9. World of Warcraft, http://www.worldofwarcraft.com/index.xml
10. Bernaille, L., Teixeira, R., Akodkenou, I., Soule, A., Salamatian, K.: Traffic classification on the fly, vol. 36, pp. 23-26. ACM Press, New York, USA (2006)
11. Erman, J., Arlitt, M., Mahanti, A.: Traffic classification using clustering algorithms. In: Proc. MineNet 2006, New York, USA (2006)
12. Karagiannis, T., Papagiannaki, K., Faloutsos, M.: BLINC: Multilevel Traffic Classification in the Dark. In: Proc. ACM SIGCOMM, Philadelphia, Pennsylvania, USA (August 2005)
13. McGregor, A., Hall, M., Lorier, P., Brunskill, A.: Flow Clustering Using Machine Learning Techniques. In: Proc. PAM, Antibes Juan-les-Pins, France (April 2004)
14. Moore, A.W., Zuev, D.: Internet Traffic Classification Using Bayesian Analysis Techniques. In: Proc. SIGMETRICS, Banff, Alberta, Canada (June 2005)
15. Perenyi, M., Molnar, S.: Enhanced skype traffic identification. In: Proc. Valuetools 2007 (2007)
16. Sen, S., Wang, J.: Analyzing peer-to-peer traffic across large networks. In: Proc. Second Annual ACM Internet Measurement Workshop (November 2002)
17. Szabó, G., Szabó, I., Orincsay, D.: Accurate traffic classification. In: Proc. IEEE WOWMoM, Helsinki, Finnland (June 2007)
18. Xu, K., Zhang, Z., Bhattacharyya, S.: Profiling Internet Backbone Traffic: Behavior Models and Applications. In: Proc. ACM SIGCOMM, Philadelphia, Pennsylvania, USA (August 2005)
19. Zander, S., Nguyen, T., Armitage, G.: Automated Traffic Classification and Application Identification Using Machine Learning. In: Proc. IEEE LCN, Sydney, Australia (November 2005)