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ETRI journal v.27 no.1, 2005년, pp.22 - 42   피인용횟수: 9

Application-Level Traffic Monitoring and an Analysis on IP Networks

Kim, Myung-Sup    (DPNM Laboratory, POSTECH   ); Won, Young-J.    (DPNM Laboratory, POSTECH   ); Hong, James Won-Ki    (DPNM Laboratory, POSTECH  );
  • 초록

    Traditional traffic identification methods based on wellknown port numbers are not appropriate for the identification of new types of Internet applications. This paper proposes a new method to identify current Internet traffic, which is a preliminary but essential step toward traffic characterization. We categorized most current network-based applications into several classes according to their traffic patterns. Then, using this categorization, we developed a flow grouping method that determines the application name of traffic flows. We have incorporated our method into NG-MON, a traffic analysis system, to analyze Internet traffic between our enterprise network and the Internet, and characterized all the traffic according to their application types.


  • 주제어

    Passive traffic monitoring and analysis .   application-level traffic identification .   application-level traffic characterization .   Internet traffic .   streaming traffic .   peer-to-peer traffic.  

  • 참고문헌 (31)

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    2. Availability and Locality Measurements of Peer-to-Peer File Systems , Chu, J.;Labonte, K.;Levine, B. , Proc. of ITCom: Scalability and Traffic Control in IP Networks / v.,pp.,
    3. Tracing a Large-Scale Peer-to-Peer System: an Hour in the Life of Gnutella , Markatos, E.P. , 2nd IEEE/ACM Int’l Symp. on Cluster Computing and the Grid / v.,pp.,
    4. FlowScan , Plonka, Dave , / v.,pp.,
    5. The Impact of BGP Dynamics on Intra-Domain Traffic, Sprint ATL Research Report Nr. RR03-ATL-111377 , Agarwal, Sharad;Chuah, Chen-Nee;Bhattacharyya, Supratik;Diot, Christophe , / v.,pp.,
    6. Understanding Availability , Bhagwan, Ranjita;Savage, Stefan;Voelker, Geoffrey , Proc. of the 2nd Int’l Workshop on Peer-to-Peer Systems (IPTPS '03) / v.,pp.,
    7. Early Measurements of a Cluster-Based Architecture for P2P Systems , Krishnamurthy, B.;Wang, J.;Xie, Y. , ACM SIGCOMM Internet Measurement Workshop / v.,pp.,
    8. Measurement, Modeling, and Analysis of a Peer-to-Peer File-Sharing Workload , Gummadi, Krishna P.;Dunn, Richard J.;Saroiu, Stefan;Gribble, Steven D.;Levys, Henry M.;Zahorjan, John , Proc. of the 19th ACM Symp. on Operating Systems Principles (SOSP-19) / v.,pp.,
    9. A Measurement Study of Peer-to-Peer File Sharing Systems , Saroiu, S.;Gummadi, P.;Gribble, S.D. , Proc. of Int’l Conf. on Distributed Computing Systems / v.,pp.,
    10. Analysing Campus Traffic Using the meter-MIB , Poortinga, Remco;van de Meent, Remco;Pras, Aiko , Proc. of the Passive and Active Measurement Workshop (PAM2002) / v.,pp.,
    11. Packet-Level Traffic Measurements from the Sprint IP Backbone , Fraleigh, Chuck;Moon, Sue;Lyles, Bryan;Cotton, Chase;Khan, Mujahid;Moll, Deb;Rockell, Rob;Seely, Ted;Diot, Christophe , IEEE Network / v.,pp.,
    12. Integrating IP Traffic Flow Measurement , Quittek, Juergen;Pias, Marcelo;Brunner, Marcus , Proc. of Workshop on Passive and Active Measurements (PAM2001) / v.,pp.,
    13. Windows Media Technology , Microsoft , / v.,pp.,
    14. mmdump- A Tool for Monitoring Internet Multimedia Traffic , Merwe, Jacobus van der;Caceres, Ramon;Chu, Yang-hua;Sreenan, Cormac , ACM Computer Communication Review / v.30,pp.,
    15. Rate-Based Internet Accounting System Using Application-Aware Traffic Measurement , Choi, T.S.;Kim, C.H.;Yoon, S.H.;Park, J.S.;Chung, H.S.;Lee, B.J.;Kim, H.H.;Jeong, T.S. , Proc. of 2003 Asia-Pacific Network Operations and Management Symp.(APNOMS 2003) / v.,pp.404-415,
    16. Argus , / v.,pp.,
    17. P2P The Gorilla in the Cable , Gerber, Alexandre;Houle, Joseph;Nguyen, Han;Roughan, Matthew;Sen, Subhabrata , National Cable & Telecommunications Association (NCTA) 2003 National Show / v.,pp.,
    18. An Analysis of Internet Content Delivery Systems , Saroiu, Stefan;Gummadi, Krishna P.;Dunn, Richard J.;Gribble, Steven D.;Levy, Henry M. , Proc. of the Fifth Symp. on Operating Systems Design and Implementation (OSDI 2002) / v.,pp.,
    19. Deconstructing the KaZaA Network , Leibowitz, Nathaniel;Ripeanu, Matei;Wierzbicki, Adam , 3rd IEEE Workshop on Internet Applications (WIAPP'03) / v.,pp.,
    20. Are File Swapping Networks Cacheable? , Leibowitz, Nathaniel;Bergman, Aviv;Ben-Shaul, Roy;Shavit, Aviv , 7th Int’l Workshop on Web Content Caching and Distribution (WCW) / v.,pp.,
    21. IANA , / v.,pp.,
    22. Passively Monitoring Networks at Gigabit Speeds Using Commodity Hardware and Open Source Software , Deri, Luca , Passive and Active Measurement Workshop / v.,pp.,
    23. Towards Peer-to-Peer Traffic Analysis Using Flows , Kim, Myung-Sup;Kang, Hun-Jeong;Hong, James W.;Brunner, Marcus(ed.);Keller, Alexander(ed.) , Lecture Notes in Computer Science 2867;14th IFIP/IEEE Int’l Workshop on Distributed Systems: Operations and Management (DSOM 2003) / v.,pp.55-67,
    24. A Method on Multimedia Service Traffic Monitoring and Analysis , Kang, Hun-Jeong;Kim, Myung-Sup;Hong, James Won-Ki;Brunner, Marcus(ed.);Keller, Alexander(ed.) , Lecture Notes in Computer Science 2867;14th IFIP/IEEE Int’l Workshop on Distributed Systems: Operations and Management (DSOM 2003) / v.,pp.93-105,
    25. Towards Streaming Media Traffic Monitoring and Analysis , Kang, Hun-Jeong;Ju, Hong-Taek;Kim, Myung-Sup;Hong, James W. , Proc. of 2002 Asia-Pacific Network Operations and Management Symp. (APNOMS 2002) / v.,pp.503-504,
    26. Internet2 , / v.,pp.,
    27. Analyzing Peer-to-Peer Traffic across Large Networks , Sen, Subhabrata;Wang, Jia , Proc. of the second ACM SIGCOMM Workshop on Internet Measurement Workshop / v.,pp.,
    28. The Architecture of NG-MON: A Passive Network Monitoring System, LNCS 2506 , Han, Se-Hee;Kim, Myung-Sup;Ju, Hong-Taek;Hong, James W. , DSOM 2002 / v.,pp.4-27,
    29. Design of Next Generation High-Speed IP Network Traffic Monitoring and Analysis System , Han, Se-Hee;Ju, Hong-Taek;Kim, Myung-Sup;Hong, James W. , Proc. of 2002 Asia-Pacific Network Operations and Management Symp. (APNOMS 2002) / v.,pp.282-293,
    30. Multiprotocol Label Switching Architecture, RFC3031 , Rosen, E.;Viswanathan, A.;Callon, R. , / v.,pp.,
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  • 이 논문을 인용한 문헌 (9)

    1. Yoon, Sung-Ho ; Park, Jun-Sang ; Park, Jin-Wan ; Lee, Sang-Woo ; Kim, Myung-Sup 2010. "Fixed IP-port based Application-Level Internet Traffic Classification" 정보처리학회논문지. The KIPS transactions. Part C Part C, c17(2): 205~214     
    2. Oh, Young-Suk ; Park, Jun-Sang ; Yoon, Sung-Ho ; Park, Jin-Wan ; Lee, Sang-Woo ; Kim, Myung-Sup 2010. "Multi-Level based Application Traffic Classification Method" 한국통신학회논문지. The Journal of Korea Information and Communications Society. 네트워크 및 서비스, 35(b8): 1170~1178     
    3. Go, Seok-Gap ; Kim, Yeong-Han 2010. "" 정보와 통신 : 한국통신학회지 = Information & communications magazine, 27(10): 35~42     
    4. 2010. "" ETRI journal, 32(1): 22~32     
    5. Yoon, Sung-Ho ; Kim, Myung-Sup 2011. "A Study of Performance Improvement of Internet Application Traffic Identification using Flow Correlation" 한국통신학회논문지. The Journal of Korea Information and Communications Society. 네트워크 및 서비스, 36(b6): 600~607     
    6. Park, Jin-Wan ; Kim, Myung-Sup 2011. "Performance Improvement of the Statistic Signature based Traffic Identification System" 정보처리학회논문지. The KIPS transactions. Part C Part C, c18(4): 243~250     
    7. Lee, Sung-Ock ; Jiang, Zhu ; Jung, Hoe-Kyung 2012. "Cacti-based Network Traffic Monitoring System Using Libpcap" 한국정보통신학회논문지 = Journal of the Korea Institute of Information and Communication Engineering, 16(8): 1613~1618     
    8. Choi, Ji Hyeok ; Kim, Myung Sup 2013. "Web Application Awareness using HTTP Host" 정보처리학회논문지. KIPS transactions on computer and communication systems 컴퓨터 및 통신 시스템, 2(8): 327~334     
    9. An, Hyun Min ; Ham, Jae Hyun ; Kim, Myung Sup 2013. "Performance Improvement of the Statistical Information based Traffic Identification System" 정보처리학회논문지. KIPS transactions on computer and communication systems 컴퓨터 및 통신 시스템, 2(8): 335~342     

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