Empirical analysis and modeling of Peer-to-peer traffic flows

Proceedings of the Mediterranean Electrotechnical Conference - MELECON

Volumn , Issue , 2008, Pages 169-175

  Pustišek, Matevž ^a   Humar, Iztok ^b   Bešter, Janez ^c  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

^b Laboratory of Telecommunications

^c Faculty of Engineering   (Slovenia)

Author keywords

Communication system traffic; Data communication; Empirical traffic; Flow; Internet; Load modeling; Peer to peer

Indexed keywords

COMMUNICATION SYSTEM TRAFFIC; DATA COMMUNICATION; EMPIRICAL TRAFFIC; FLOW; INTERNET; LOAD MODELING; PEER-TO-PEER;

NORMAL DISTRIBUTION; SENSOR NETWORKS; TRAFFIC SURVEYS; TRANSMISSION CONTROL PROTOCOL; WEIBULL DISTRIBUTION;

COMPUTER NETWORKS;

EID: 53149120320     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MELCON.2008.4618429     Document Type: Conference Paper

References (21)

1. Paxson V.: Empirically-derived Analytic Models of Wide-Area TCP Connections. IEEE/ACM Transactions on Networking, avg. 1994, let. 2, št. 4, str. 316-336.
2. M. E. Crovella in A. Bestavros: "Self-Similarity in World Wide Web Traffic Evidence and Possible Causes". IEEE ACM Transactions on Networking, let. 5, Št. 6, str. 835-846, december 1997.
3. T. Karagiannis, A. Broido in M. Faloutsos: "Is P2P Dying or Just Hiding". Referat na konferenci Globecom 2004, november/december 2004.
4. M.-S. Kim, Y. J. Won, J. W. Hong: "Characteristic analysis of internet traffic from the perspective of flows". Computer Communications, Volume 29, Number 10, June 2006, pp. 1639-1652.
5. Cisco Systems, Inc.: "Managing Peer-to-Peer Traffic With Cisco Service Control Technology"; Whitepaper, pp. 1-8, 2005.
6. S. Sen and J. Wang, "Analyzing Peer-To-Peer Traffic Across Large Networks", Proc. 2nd ACM SIGCOMM Workshop on Internet Measurement, Marseille, France, pp. 137-150, Nov. 2002.
7. Intemet2 NetFlow Statistics, http://netflow. Intemet2.edu/
8. Cisco IOS NetFlow, http://www.cisco.com/en/US/products/ps6601/ products_ios_protocol_g roup_home.html
9. Nfstat, http://netflow. Internet2.edu/weekly/nfstat.pdf
10. M.-S. Kim, Y. J. Won and J. Won-Ki Hong,: "Application-Level Traffic Monitoring and an Analysis on IP Networks". ETRI Journal, Volume 27, Number 1, February 2005, pp. 22-42.
11. N. B. Azzouna in F. Guillemin: "Experimental Analysis of the Impact of Peer-2-Peer Applications on Traffic in Commercial IP Networks". Proceedings of the Transactions on Telecommunications, Special Issue on P2P Networking and P2P Services, ETT Volume 15, Number 6, November 2004.
12. T. Mori, M. Uchida, S. Goto: "Flow analysis of internet traffic: World Wide Web versus peer-to-peer". Systems and Computers in Japan, Volume 36, Issue 11, October 2005, pp. 70-81.
13. K. Tutschku, "A Measurement-based Traffic Profile of the eDonkey Filesharing Service", 5th Passive and Active Measurement Workshop - PAM 2004, Apr. 2004.
14. S. Sen, O. Spatscheck, D. Wang: "Accurate, Scalable In-Network Identifcation of P2P Traffic". Proceedings of the 13th international conference on World Wide Web 2004 (WWW 2004), May 2004, New York, USA, pp. 512-521.
15. J. Erman, A. Mahanti, M. Arlitt and C. Williamson: "Identifying and Discriminating Between Web and PeertoPeer Traffic in the Network Core". Proceedings of the 16th International World Wide Web Conference (WWW 2007) - Track: Technology for Developing Regions, Session: Networking Issues in the Web, pp. 883-892, Canada.
16. F. Constantinou and P. Mavrommatis: "Identifying Known and Unknown Peer-to-Peer Traffic". Fifth IEEE International Symposium on Network Computing and Applications (NCA'06), pp. 93-102, 2006.
17. M. Collins and M. Reiter: "Finding Peer-To-Peer File-Sharing Using Coarse Network Behaviors". Proceedings of the 2006 European Symposium on Research in Computer Security (ESORICS) Conference, Hamburg, Germany, Sept. 18-20, 2006. Lecture Notes in Computer Science 4189, pp. 1-117, Berlin/Heidelberg, Germany: Springer, 2006.
18. T Karagiannis, K Papagiannaki and M Faloutsos: "BLINC: Multilevel traffic classification in the dark". ACM SIGCOMM, Volume 35, Number 4, pp. 229-240, 2005.
19. nProbe - An Extensible NetFlow v5/v9/IPFIX GPL Probe for IPv4/v6, http://www.ntop.org/nProbe.html
20. Flow-tools, http://www.splintered.net/sw/flow-tools/
21. H. W. Thorkildssen: "Passive Traffic Characterization and Analysis in Heterogeneous IP Networks". University of Oslo, Department of Informatics, pp. 1-115, May 2005. (iztok.humar@fe.uni-lj.si)