Publications

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2010
2009
Hindman, Benjamin, Andy Konwinski, Matei Zaharia, & Ion Stoica (2009).  A Common Substrate for Cluster Computing. Proceedings of USENIX HotCloud'09: Workshop on Hot Topics in Cloud Computing. Abstract
2008
Liang, P., D. Klein, & M. I. Jordan (2008).  Agreement-based learning. Advances in Neural Information Processing Systems (NIPS).
Sutton, Charles, & Michael I. Jordan (2008).  Probabilistic Inference in Queueing Networks. In Workshop on Tackling Computer Systems Problems with Machine Learning Techniques (SysML). Abstract
Mackey, Lester (2008).  Deflation Methods for Sparse PCA. Neural Information Processing Systems (NIPS'08). 1-8. Abstract
Bodik, Peter, Moises Goldszmidt, & Armando Fox (2008).  HiLighter: Automatically Building Robust Signatures of Performance Behavior. 3rd Workshop on Tackling System Problems with Machine Learning Techniques (SysML'08). 1-6. Abstract
Zaharia, Matei, Andy Konwinski, Anthony Joseph, Randy Katz, & Ion Stoica (2008).  Improving MapReduce Performance in Heterogeneous Environments. 8th Symposium on Operating Systems Design and Implementation (OSDI 2008). 29-42. Abstract
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