Publications

Export 5 results:
2009
Ganapathi, Archana, Harumi Kuno, Umeshwar Daval, Janet Wiener, Armando Fox, Michael Jordan, et al. (2009).  Predicting Multiple Performance Metrics for Queries: Better Decisions Enabled by Machine Learning. ICDE 2009. Abstract
2008
Xu, Wei, Ling Huang, Armando Fox, David Patterson, & Michael Jordan (2008).  Mining Console Logs for Large-Scale System Problem Detection. 3rd Workshop on Tackling System Problems with Machine Learning Techniques (SysML'08). 1-6. Abstract
2007
Huang, Ling, Xuanlong Nguyen, Minos Garofalakis, J. M. Hellerstein, Michael Jordan, Anthony Joseph, et al. (2007).  Communication-Efficient Online Detection of Network-Wide Anomalies. INFOCOM 2007. 26th IEEE International Conference on Computer Communications. IEEE. Abstract
Huang, Ling, Xuanlong Nguyen, M. Garafalakis, J. M. Hellerstein, Michael Jordan, Anthony Joseph, et al. (2007).  Communication-Efficient Online Detection of Network-Wide Anomalies. INFOCOM 2007, 26th IEEE International Conference on Computer Communications. 134-142. Abstract
Huang, Ling, Xuanlong Nguyen, Minos Garofalakis, Michael Jordan, Anthony Joseph, & Nina Taft (2007).  In-Network PCA and Anomaly Detection. Abstract