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)
|