Dave Patterson
Publications
- 2010, Statistics-Driven Workload Modeling for the Cloud
- 2009, Virtual Local Stores: Enabling Software-Managed Memory Hierarchies in Mainstream Computing
- 2009, Scads: Scale-independent storage for social computing applications
- 2009, Predicting Multiple Performance Metrics for Queries: Better Decisions Enabled by Machine Learning
- 2009, Online system problem detection by mining patterns of console log
- 2009, A Case for Machine Learning to Optimize Multicore Performance
- 2009, Mining Console Logs for Large-Scale System Problem Detection
- 2008, Mining Console Logs for Large-Scale System Problem Detection
- 2008, Using Machine Learning to Auto-tune a Stencil Code on a Multicore Architecture
- 2006, Windows XP Kernel Crash Analysis
- 2005, Combining Visualization and Statistical Analysis to Improve Operator Confidence and Efficiency for Failure Detection and Localization
