MULTICORE LEARNING ALGORITHM (2009)
Cheng-tao Chu, Yi-an Lin, Yuanyuan Yu
The focus of our term project is to apply the map-reduce principle to a variety of machine learning algorithms that are computationally expensive. Instead of using expensive computer clusters, we...
Optimizations for the EcoPod field identification tool (2008)
Manoharan, Aswath, Stamberger, Jeannie, Yu, YuanYuan, Paepcke, Andreas
Abstract Background We sketch our species identification tool for palm sized computers that helps knowledgeable observers with census activities. An algorithm turns an identification matrix into a...
Cheng-tao Chu, Yuanyuan Yu, Sang Kyun Kim, Gary Bradski, Kunle Olukotun, Yi-an Lin, ...
We are at the beginning of the multicore era. Computers will have increasingly many cores (processors), but there is still no good programming framework for these architectures, and thus no simple...