Publications

2009

Armbrust, M., Fox A., Griffith R., Joseph A. D., Katz R., Konwinski A., et al. (2009).  Above the Clouds: A Berkeley View of Cloud Computing. Abstract
Hindman, B., Konwinski A., Zaharia M., Ghodsi A., Joseph A., Shenker S., et al. (2009).  Nexus: A Common Substrate for Cluster Computing. Abstract
Ganapathi, A. (2009).  Predicting and Optimizing System Utilization and Performance via Statistical Machine Learning. Computer Science. PhD,

2008

Bodik, P., Goldszmidt M., & Fox A. (2008).  HiLighter: Automatically Building Robust Signatures of Performance Behavior. 3rd Workshop on Tackling System Problems with Machine Learning Techniques (SysML'08). 1-6. Abstract
Rubinstein, B. I. P., Nelson B., Huang L., Joseph A. D., Lau S. -hon, Taft N., et al. (2008).  Evading Anomaly Detection through Variance Injection Attacks on PCA . 11th International Symposium on Recent Advances in Intrusion Detection (RAID'08). 394-395. Abstract
Xu, W., Huang L., Fox A., Patterson D., & Jordan M. (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
Barreno, M., Bartlett P. L., Chi F. J., Joseph A. D., Nelson B., Rubinstein B. I. P., et al. (2008).  Open Problems in the Security of Learning . 1st ACM Workshop on AlSec. 19-26. Abstract
Mackey, L. (2008).  Deflation Methods for Sparse PCA. Neural Information Processing Systems (NIPS'08). 1-8. Abstract
Rabkin, A. (2008).  Personal knowledge questions for fallback authentication. 4th Symposium on Usable Privacy and Security. 13-23. Abstract
Cook, H., & Skadron K. (2008).  Predictive Design Space Exploration Using Genetically Programmed Response Surfaces. 45th Design Automation Conference (DAC 2008). 960-965.