Publications:


  • Diagnosing Network Disruptions with Network-Wide Analysis
    Y. Huang, N. Feamster, A. Lakhina and J. Xu
    To appear in ACM SIGMETRICS, San Diego, 2007. [PDF-coming-soon].

  • Multivariate Online Anomaly Detection Using Kernel Recursive Least Squares
    T. Ahmed, M. Coates and A. Lakhina
    To appear in IEEE INFOCOM , Anchorage, AK, May 2007. [PDF].

  • Impact of Traffic Sampling on Anomaly Detection Metrics (Short paper)
    D. Brauckhoff, B. Tellenbach, A. Wagner, A. Lakhina and M. May
    Appears in ACM Internet Measurement Conference 2006, Rio de Janeiro, October 2006 [PDF].

  • Detection and Identification of Network Anomalies Using Sketch Subspaces
    X. Li, F. Bian, M. Crovella, C. Diot, R. Govindan, G. Iannaccone and A. Lakhina
    Appears in ACM Internet Measurement Conference 2006, Rio de Janeiro, October 2006 [PDF].

  • Detecting Distributed Attacks using Network-Wide Flow Traffic.
    A. Lakhina, M. Crovella and C. Diot
    Appears in FloCon 2005 Analysis Workshop, Pittsburgh, September 2005 PDF.

  • Mining Anomalies Using Traffic Feature Distributions.
    A. Lakhina, M. Crovella and C. Diot.
    Appears in ACM SIGCOMM, Philadelphia, PA, August 2005 PDF and PPT slides.

  • Traffic Matrices: Balancing Measurements, Inference and Modeling.
    A. Soule, A. Lakhina, N. Taft, K. Papagiannaki, K. Salamatian, A. Nucci, M. Crovella and C. Diot.
    Appears in ACM SIGMETRICS, Banff, Canada, June, 2005 PDF.

  • A Distributed Approach to Measure IP Traffic Matrices.
    K. Papagiannaki, N. Taft and A. Lakhina.
    Appears in ACM/SIGCOMM Internet Measurement Conference (IMC) '04 PDF

  • Characterization of Network-Wide Anomalies in Traffic Flows. (Short paper)
    A. Lakhina, M. Crovella and C. Diot.
    Appears in ACM/SIGCOMM Internet Measurement Conference (IMC) '04 PDF and PPT-slides.

  • Diagnosing Network-Wide Traffic Anomalies.
    A. Lakhina, M. Crovella and C. Diot.
    Appears in ACM SIGCOMM '04 PDF and PPT-slides.
    An earlier version appears as BUCS-TR-2004-008 and RR04-ATL-022666: PDF

  • Exploring the Subspace Method for Network-Wide Anomaly Diagnosis. (Poster)
    A. Lakhina, M. Crovella and C. Diot.
    Appears as poster in ACM SIGCOMM Network Troubleshooting Workshop '04.

  • Structural Analysis of Network Traffic Flows.  
    A. Lakhina, K. Papagiannaki, M. Crovella, C. Diot, E. D. Kolaczyk and N. Taft.
    Appears in ACM SIGMETRICS/Performance '04 PDF
    An earlier version appears as BUCS-TR-2003-021 and RR03-ATL-11078: PDF, Data-Logs

  • Sampling Biases in IP Topology Measurements. 
    A. Lakhina, J. W. Byers, M. Crovella and P. Xie.
    Appears in IEEE INFOCOM '03 PDF, Slides , Simulation-Code
    An earlier version appears as BUCS-TR2002-021 PDF
    Press coverage: here (SIAM News, June 2005)

  • On the Geographic Location of Internet Resources.
    A. Lakhina, J. W. Byers, M. Crovella and I. Matta.
    Full paper appears in IEEE JSAC '03 PDF
    Short paper appears in ACM/SIGCOMM Internet Measurement Workshop '02 PDF
    An earlier version appears as BUCS-TR2002-015 PDF
    Press coverage: here (Technology Research News Magazine, October 2002)

  • BRITE: An Approach to Universal Topology Generation. 
    A. Medina, A. Lakhina, I. Matta and J. W. Byers.
    In IEEE MASCOTS '01.  PDF, slides, Download, and User Manual
    Press Coverage: here (IEEE Network Magazine, November 2001)