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Publications

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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 (2009). Predicting and Optimizing System Utilization and Performance via Statistical Machine Learning. Computer Science. PhD,

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).

2008

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