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Posted to common-commits@hadoop.apache.org by Apache Wiki <wi...@apache.org> on 2013/12/18 19:40:44 UTC
[Hadoop Wiki] Update of "CUDA On Hadoop" by ChenHe
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The "CUDA On Hadoop" page has been changed by ChenHe:
https://wiki.apache.org/hadoop/CUDA%20On%20Hadoop?action=diff&rev1=16&rev2=17
Describe CUDA On Hadoop here.
= Hadoop + CUDA =
- Here, I will share some experiences about [[http://cse.unl.edu/~che/slides/cuda.pdf|CUDA performance study on Hadoop MapReduce clusters]].
+ Here, I will share some experiences about [[http://www.slideshare.net/airbots/cuda-29330283|CUDA performance study on Hadoop MapReduce clusters]].
== Methodology ==
From the parallel programming point of view, CUDA can hlep us to parallelize program in the second level if we regard the MapReduce framework as the first level parallelization [[http://cse.unl.edu/~che/images/method.jpg|Figure 1]]. In our study, we provide Hadoop+CUDA solution for programming languages: Java and C/C++. The scheduling of GPU threads among grids and blocks is not concerned in our study.