Augustin Soule

Traffic classification on the fly

Laurent Bernaille, Renata Teixeira, Ismael Akodkenou et al. · ACM SIGCOMM Computer Communication Review · 2006 · 570 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +18

Sensitivity of PCA for traffic anomaly detection

Haakon Ringberg, Augustin Soule, Jennifer Rexford et al. · 2007 · 352 citations

Internet Traffic Analysis, Anomaly Detection, Machine Learning +17

Combining filtering and statistical methods for anomaly detection

Augustin Soule, Kavé Salamatian, Nina Taft · 2005 · 217 citations

Anomaly Detection, Statistical Methods, Engineering +5

Traffic matrices

Augustin Soule, Anukool Lakhina, Nina Taft et al. · 2005 · 197 citations

Network Flows, Network Science, Engineering +14

Sensitivity of PCA for traffic anomaly detection

Haakon Ringberg, Augustin Soule, Jennifer Rexford et al. · ACM SIGMETRICS Performance Evaluation Review · 2007 · 167 citations

Internet Traffic Analysis, Anomaly Detection, Machine Learning +17