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Featured Posts

  • RAD Lab End of Project Demonstration
  • Cloud computing - what's in it for me as a scientist?

Dave Patterson

Advisees

  • Archana Ganapathi
  • Jesse Trutna
  • Kristal Sauer
  • Michael Armbrust
  • Peter Bodik
  • Wei Xu

Projects

  • Scaleable Consistency Adjustable Data Storage (SCADS)

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
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