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Traffic Monitoring & Analysis

2011/03/10 14:43 | Posted by 항이

Hayoung Lee - Profile

Books
  • Alberto Leon-Garcia, Communication Networks: Fundamental Concepts and Key Architectures, McGraw-Hill, ISBN: 0070228396, 2003.
  • Richard Stevens, TCP/IP Illustrated, Volume 1: The Protocols, Addison-Wesley, ISBN: 0-201-63346-9, 1994.
  • Douglas E. Comer, Computer Networks and Internets, Prentice Hall, ISBN 0-13-599010-6, 1997.
  • D. Comer, Internetworking with TCP/IP, Vol I: Principles, Protocols, and Architecture, Second edition, Prentice-Hall, Englewood Cliffs, NJ, ISBN 0-13-468505-9 1991.
  • D. Comer and D. Stevens, Internetworking with TCP/IP, Vol II: Design, Implementation, and Internals, Prentice-Hall, Englewood Cliffs, NJ, ISBN 0-13-472242-6 1991.
  • William Stallings, Data and Computer Communications, Fifth Edition, Prentice Hall, ISBN 0-02-415425-3, 1997.
  • William Stallings, SNMP, SNMPv2, SNMPv3 and RMON 1 and 2, Third Edition, Addison-Wesley, 1999.


Journals and Conferences
  • IEEE Transactions on Network and Service Management (http://www.comsoc.org/tnsm)
  • IEEE/ACM Transactions on Networking (http://www.comsoc.org/net)
  • Journal of Network and Systems Management (http://www.springer.com/computer/communication+networks/journal/10922)
  • IEEE Network (http://www.comsoc.org/network)
  • IEEE Communications Magazine (http://www.comsoc.org/ci)
  • International Journal of Network Management (http://www3.interscience.wiley.com/journal/5703)
  • Passive and Active Measurement Workshop (PAM)
  • Internet Measurement Conference (IMC)
  • IEEE/IFIP Network Operations and Management Symposium (NOMS)
  • IEEE/IFIP International Symposium on Integrated Management (IM)


Papers
  • Network Security

    • "Snort Lightweight Intrusion Detection for Networks," M. Roesch, USENIX LISA, 1999.
    • "A Comparative Study of Two Network-based Anomaly Detection Methods," Kaustubh Nyalkalkar, Sushant Sinha, Michael D. Bailey, Farnam Jahanian, IEEE INFOCOM, 2011.
    • "A taxonomy of DDoS attack and DDoS defense mechanisms," Jelena Mirkovic, Peter Reiher, ACM SIGCOMM Computer Communication Review, Volume 34 Issue 2, April 2004.
    • " A Flexible and Efficient Alert Correlation Platform for Distributed IDS," Sebastian Roschke, Feng Cheng and Christoph Meinel. International conference on network and system security, 2010.
    • "Botnet Detection Based on Network Behavior", W. Strayer, David Lapsely, Robert Walsh and Carl Livadas, Advances in Information Security, 2008, Volume 36, 1-24.

  • Traffic Measurement and Analysis

    • "Seven Years and One Day: Sketching the Evolution of Internet Traffic," P. Borgnat, G. Dewael, K. Fukuda, P. Abry, and K. Cho, IEEE INFOCOM 2009, Rio de Janeiro, Brazil, April, 2009, pp.711--719.
    • "On the stability of the information carried by traffic flow features at the packet level," A. Este, F. Gringoli, and L. Salgarelli. SIGCOMM Comput. Commun. Rev., 39(3):13.18, 2009.
    • "Unveiling core network-wide communication patterns through application traffic activity graph decomposition," Y. Jin, E. Sharafuddin, and Z.-L. Zhang, ACM SIGMETRICS, 2009.
    • "On Dominant Characteristics of Residential Broadband Internet Traffic," G. Maierm, A. Feldmann, V. Paxson and M. Allman, ACM SIGCOMM IMC, 2009.
    • "Profiling the End Host," T. Karagiannis and K. Papagiannaki, N. Taft and M. Faloutsos, Pasive and Active Measurement, 2007.

  • Application Traffic Monitoring and Identification

    • "Internet Traffic Classification Demystified: On the Sources of the Discriminative Power," Y. Lim, H. Kim, J. Jeong, C. Kim, T. Kwon, and Y. Choi, ACM SIGCOMM CoNEXT, Philadelphia, PA, Dec. 2010.
    • "Early application identification," L. Bernaille, R. Teixeira, and K. Salamatian, ACM CoNEXT, 2006.
    • "Traffic classification through simple statistical fingerprinting," M. Crotti, M. Dusi, F. Gringoli, and L. Salgarelli, SIGCOMM Comput. Commun. Rev., 37(1):5.16, 2007.
    • "Graph-based p2p traffic classification at the internet backbone," M. Iliofotou, H.-c. Kim, M. Faloutsos, M. Mitzenmacher, P. Pappu, and G. Varghese, IEEE INFOCOM, 2009.
    • "Comparing traffic classifiers," L. Salgarelli, F. Gringoli, and T. Karagiannis, SIGCOMM Comput. Commun. Rev., 37(3):65.68, 2007.
    • "BLINC: Multilevel Traffic Classification in the Dark," T. Karagiannis, K. Papagiannaki, and M. Faloutsos, ACM SIGCOMM, Philadelphia, PA, August 2005.  
    • "A Survey of Techniques for Internet Traffic Classification Using Machine Learning," T. Naguyen and G. Armitage, IEEE Communications Surveys and Tutorials, 2008.
    • "PortLoad: taking the best of two worlds in traffic classification," Giuseppe Aceto, Alberto Dainotti, Walter de Donato, Antonio Pescape, IEEE INFOCOM, 2010.
    • "Lightweight, payload-based traffic classification: An experimental evaluation," M. Morandi O. Baldini A. Monclus P. Risso, F. Baldi, ICC’08, May 2008.
    • "A Survey on Internet Traffic Identification" Callado, Carlos Kamienski, Geza Szabo, Balazs Gero, Judith Kelner, Stenio Fernandes, Djamel Sadok, IEEE Communications Surveys & Tutorials, Vol. 11, No. 3. (2009), pp. 37-52.

  • Social Networks

    • "An Analysis of Social Network-Based Sybil Defenses," Bimal Viswanath, Ansley Post, Krishna P. Gummadi, Alan Mislove, ACM SIGCOMM, 2010.
    • "You are who you know: Inferring user profiles in online social networks," A. Mislove, B. Viswanath, K. P. Gummadi, and P. Druschel. In Proc. WSDM’10, New York, NY, Feb 2010.
    • "User Interactions in Social Networks and their Implications," C. Wilson, B. Boe, A. Sala, K. P. N. Puttaswamy, and B. Y. Zhao. In Proc. Eurosys’09, Nuremberg, Germany, Apr 2009.
    • "Comparison of Online Social Relations in Terms of Volume vs. Interaction: A Case Study of Cyworld", H. Chun, H. Kwak, Y. Eom, Y. Ahn, S. Moon, H. Jeong, ACM SIGCOMM IMC 200.
    • "Analysis of topological characteristics of huge online social networking services," Y.-Y. Ahn, WWW ’07, New York, NY, USA, 2007.
    • "Statistical properties of community structure in large social and information networks," J. Leskovec, WWW’08, New York, NY, USA, 2008.

Profile

2011/03/10 14:40 | Posted by 항이

Hayoung Lee(이하영)

Dept. of Computer Science & Engineering
HPC(High Performance Computing) Laboratory
Pohang University of Science and Technology
San 31, Hyoja-Dong, Nam-gu, Pohang, Kyeongbuk,
Korea 790-784

Tel. +82-54-279-2915, 2912
Fax. +82-54-279-1805, 2299
Mail. hayoungie_at_postech.ac.kr



Education

  • 2011. 3~ : M.S. & Ph.D Candidate in High Performance Computing(HPC) Laboratory, CSE, POSTECH, KOREA
  • 2007. 3 ~ 2011. 2 : B.S in CSE, Seoul Womens University, Korea.

 

Publication



Links

 

Courses

  • 2011 Spring
    • Information & Communications Security (EECE579)
    • Mobile Networks (EECE620)
    • Autonomic Traffic Monitoring & Analysis (EECE720D)
    • Master Thesis Research (EECE69919)

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