Publications

Export 8 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
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
Cook, Henry, Krste Asanovic, & David Patterson (2009).  Virtual Local Stores: Enabling Software-Managed Memory Hierarchies in Mainstream Computing. 36th International Symposium on Computer Architecture (ISCA 2009).
2008
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
Ganapathi, Archana, Viji Ganapathi, & David Patterson (2006).  Windows XP Kernel Crash Analysis. 20th Large Installation System Administration. 12-12. Abstract