Improving MapReduce Performance in Heterogeneous Environments. 8th Symposium on Operating Systems Design and Implementation (OSDI 2008). 29-42.(2008).
Chukwa, a large-scale monitoring system. In Cloud Computing and its Applications (CCA '08). 1-5.(2008).
Discriminative learning for dimensionality reduction and classification. Neural Information Processing Systems (NIPS'08).(2008).
Exploiting machine learning to subvert your spam filter. 1st Usenix Workshop on Large-Scale Exploits and Emergent Threats.(2008).
HiLighter: Automatically Building Robust Signatures of Performance Behavior. 3rd Workshop on Tackling System Problems with Machine Learning Techniques (SysML'08). 1-6.(2008).
Evading Anomaly Detection through Variance Injection Attacks on PCA . 11th International Symposium on Recent Advances in Intrusion Detection (RAID'08). 394-395.(2008).
The security of machine learning. Machine Learning Journal (MLJ) Special Issue on Machine Learning in Adversarial Environments.(2008).