Publications

Export 9 results:
2010
Ganapathi, Archana, Yanpei Chen, Armando Fox, Randy Katz, & David Patterson (2010).  Statistics-Driven Workload Modeling for the Cloud. Workshop on Self-Managing Database Systems (SMDB).
2009
Armbrust, Michael, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy Katz, Andy Konwinski, et al. (2009).  Above the Clouds: A Berkeley View of Cloud Computing. Abstract
Ganapathi, Archana, Kaushik Datta, Armando Fox, & David Patterson (2009).  A Case for Machine Learning to Optimize Multicore Performance. Workshop on Hot Topics in Parallel Computing (HotPar).
Armbrust, Michael, Armando Fox, David Patterson, Nick Lanham, Haruki Oh, Beth Trushkowsky, et al. (2009).  Scads: Scale-independent storage for social computing applications. Conference on Innovative Data Systems Research (CIDR). Abstract
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
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
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
Ganapathi, Archana, Kaushik Datta, Armando Fox, & David Patterson (2008).  Using Machine Learning to Auto-tune a Stencil Code on a Multicore Architecture.
2006
Bodik, Peter, Armando Fox, Michael I. Jordan, Dave Patterson, A. Banerjee, R. Jagannathan, et al. (2006).  Advanced tools for operators at Amazon.com. First Workshop on Hot Topics in Autonomic Computing (HotAC).