Comparing P2PTV traffic classifiers

IEEE International Conference on Communications

Volumn , Issue , 2010, Pages

  Cascarano, Niccolò ^a   Risso, Fulvio ^a   Este, Alice ^b   Gringoli, Francesco ^b   Salgarelli, Luca ^b   Finamore, Alessandro ^a   Mellia, Marco ^a  

^a POLITECNICO DI TORINO   (Italy)

^b UNIVERSITY OF BRESCIA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

GROUND TRUTH; MONITORING TOOLS; NETWORK OPERATOR; PEER TO PEER; TRAFFIC CLASSIFIERS; TRAFFIC TRACES;

CLASSIFIERS; INTERNET PROTOCOLS;

TELEVISION APPLICATIONS;

EID: 77955407885     PISSN: 05361486     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2010.5501744     Document Type: Conference Paper

References (21)

1. E. Leonardi, M. Mellia, A. Horvart, L. Muscariello, S. Niccolini, D. Rossi, "Building a Cooperative P2P-TV Application over a Wise Network: the Approach of the European FP-7 STREP NAPA-WINE", IEEE Communications Magazine, Vol. 46, pp. 20-211, April 2008.
2. A. Este, F. Gringoli, L. Salgarelli, "Support Vector Machines for TCP traffic classification," Elsevier Computer Network, 53(14), pp. 2476-2490, Sept. 2009.
3. A. Finamore, M. Mellia, M. Meo, D. Rossi, "KISS: Stochastic Packet Inspection" TMA '09: Proceedings of the First International Workshop on Traffic Monitoring and Analysis, Aachen, Germany, 2009.
4. X. Hei, C. Liang, J. Liang, Y. Liu, K. Ross, "A Measurement Study of a Large-Scale P2P IPTV System", IEEE Transactions on Multimedia.
5. B. Li, Y. Qu, Y. Keung, S. Xie, C. Lin, J. Liu, X. Zhang, "Inside the New Coolstreaming: Principles, Measurements and Performance Implications", IEEE INFOCOM'08, Phoenix, AZ, Apr. 2008.
6. C. Wu, B. Li, S. Zhao, "Multi-channel Live P2P Streaming: Refocusing on Servers" IEEE INFOCOM'08, Phoenix, AZ, Apr. 2008.
7. S. Valenti, D. Rossi, M. Meo, M. Mellia, P. Bermolen, "Accurate, Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets", TMA '09: Proceedings of the First International Workshop on Traffic Monitoring and Analysis, Aachen, Germany, 2009.
8. H. Kim, K. Claffy, M. Fomenkova, D. Barman, M. Faloutsos, "Internet Traffic Classification Demystified: The Myths, Caveats and Best Practices," ACM CoNEXT, Madrid, Spain, Dec. 2008.
9. T. Karagiannis, K. Papagiannaki, M. Faloutsos, "BLINC: Multilevel traffic classification in the Dark", ACM SIGCOMM, Aug. 2005.
10. W. Li, M. Canini, A. Moore, R. Bolla "Efficient application identification and the temporal and spatial stability of classification schema", Elsevier Computer Network, 53(6), pp. 790-809, Apr. 2009.
11. N. Williams, S. Zander, G. Armitage, "A Preliminary Performance Comparison of Five Machine Learning Algorithms for Practical IP Traffic Flow Classification," SIGCOMM Computer Communication Review, Vol. 36, No. 5, , pp. 7-15, Oct. 2006.
12. J. Erman, M. Arlitt, A. Mahanti, "Traffic classification using clustering algorithms," MineNet '06: Proceedings of the 2006 SIGCOMM workshop on Mining network data, Pisa, Italy, 2006.
13. L. Bernaille, R. Teixeira, K. Salamatian, "Early Application Identification", Proceedings of CoNEXT'06, Dec. 2006.
14. M. Petrzyk, G. Urvoy-Keller, J. Costeux, "Revealing the Unknown ADSL Traffic Using Statistical Methods", TMA '09: Proceedings of the First International Workshop on Traffic Monitoring and Analysis, Aachen, Germany, 2009.
15. A. Moore, K. Papagiannaki, "Toward the accurate identification of network applications", Proceedings of the Passive and Active Measurements Workshop, pp. 41-54, 2005.
16. F. Risso, A. Baldini, M. Baldi, P. Monclus, O. Morandi, "Lightweight, Payload-Based Traffic Classification: An Experimental Evaluation", IEEE International Conference on Communications (ICC 2008) - Advances in Networks & Internet Symposium, pp. 5869-5875, Beijing, China, May 2008.
17. B. Schölkopf, J. C. Platt, J. Shawe-Taylor, A. Smola, R. Williamson, "Estimating the Support of a High-Dimensional Distribution", Neural Computation, vol. 13, pp. 1443-1471, 2001.
18. M. Baldi, F. Risso, N. Cascarano, A. Baldini, "Service-Based Traffic Classification: Principles and Validation", IEEE Sarnoff Symposium, Princeton, NJ (USA), March 2009.
19. F. Gringoli, L. Salgarelli, M. Dusi, N. Cascarano, F. Risso, K. Claffy, "GT: picking up the truth from the ground for Internet traffic," ACM SIGCOMM Computer Communication Review, 39(4), Oct. 2009.
20. "The Gt framework," Software available at http://www.ing.unibs. it/ntw/tools/gt/, 2008.
21. "Classifications tools suite," Software available at http://netgroup.polito.it/research-projects/traffic-classification, 2008.