Robust GPGPU plugin development for RapidMiner
Budapest University of Technology and Economics
RapidMiner Community Meeting And Conference (RCOMM), 2012
In recent years, significant number of papers [1][2] have been published about general-purpose graphical processing unit (GPGPU) programs which are able to accelerate computationally intensive applications by several times over conventional CPU programs. These papers raise an important question: With the current developer tools is it possible to integrate these GPU programs into a major industry application without serious performance degradation? We chose the k-Nearest Neighbors algorithm and one of the most popular open source data mining tool, RapidMiner, to analyze the potential of GPU plugin development.
July 18, 2012 by hgpu
Your response
You must be logged in to post a comment.