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

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.
Sutton, C., & Jordan M. I. (2008).  Probabilistic Inference in Queueing Networks. In Workshop on Tackling Computer Systems Problems with Machine Learning Techniques (SysML). Abstract
Zaharia, M., Konwinski A., Joseph A., Katz R., & Stoica I. (2008).  Improving MapReduce Performance in Heterogeneous Environments. 8th Symposium on Operating Systems Design and Implementation (OSDI 2008). 29-42. Abstract
Liang, P., Jordan M. I., & Klein D. (2008).  Probabilistic grammars and hierarhical Dirichlet processes. The Handbook of APplied Bayesian Analysis.