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| Reading Materials |
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| [1]
http://cuda.csdn.net/zxkt/index.html |
[2]
A Performance Study of General-Purpose Application on Graphics Processors
Using CUDA. S. Che et al, J. Parallel-Distrib. Comput. 2008.PDF |
[3]
Parallel Data Mining on Graphics Processors. W. Fang et al. Technical
Report HKUST-CS08- 07, Oct 2008.PDF |
[4]
Clustering Billions of Data Points Using GPUs. R. Wu et al, HP Laboratories.
2009.PDF |
[5]
K-Means on commodity GPUs with CUDA. H. Bai et al, World Congress
on Computer Science and Information Engineering. 2009PDF |
[6]
Fast Support Vector Machine Training and Classification on Graphics
Processors. B. Catanzaro, et al. Technical Report No. UCB/EECS-2008-11.PDF |
[7]
Frequent Itemset Mining on Graphics Processors. Fang et al. Proceedings
of the Fifth International Workshop on Data Management on New hardware,
2009.PDF |
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| PPT Slides |
| Data |
Topic |
PPT Download |
| Sep. 11, 2009 |
Introduction to Protein Identification
and Starting learning GPU |
WR_2009.09.11.ppt |
| Sep. 18, 2009 |
Paper Reading: K-means and SVM on
GPU |
WR_2009.09.18.ppt |
| Sep. 25, 2009 |
Paper Reading: Frequent itemset mining
on GPU |
WR_2009.09.25.ppt |
| Oct. 2, 2009 |
Cancel |
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| Oct. 9, 2009 |
Paper Reading: A MapReduce Framework on GPU |
WR_2009.10.09.ppt |
| Oct. 16, 2009 |
Learning Matrix multiplication |
WR_2009.10.16.ppt |
| Oct. 23, 2009 |
Learning Reduction(1) |
WR_2009.10.23.ppt |
| Oct. 30, 2009 |
Learning Reduction(2) && Talk
about Protein Identification on GPU |
WR_2009.10.30.ppt |
| Nov. 6, 2009 |
Cancel |
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| Nov. 11, 2009 |
Implemetation of K-Means 1 |
WR_2009.11.13.ppt |
| Nov. 20, 2009 |
Implemetation of K-Means 2 |
WR_2009.11.20.ppt |
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| Progress |
| Data |
Summary
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Report Download |
| Sep. 11, 2009 |
- Introduce the workflow of protein identification;
- Get to know GPU
- Learning the basic grammer of CUDA;
- Read some papers on k-mean using GPU
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WR_2009.09.11.doc |
| Sep. 18, 2009 |
- Reading papers on k-mean and SVM using GPU;
- Listen the on-line CUDA Class(1-4);
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WR_2009.09.18.doc |
| Sep. 25, 2009 |
- Reading papers on Frequent itemset mining using GPU;
- Listen the on-line CUDA Class(5-6);
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WR_2009.09.25.doc |
| Oct. 2, 2009 |
Cancel |
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| Oct. 9, 2009 |
- Reading papers on MapReduce Framework using GPU;
- Data mining homework and TA;
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WR_2009.10.09.doc |
| Oct. 16, 2009 |
- Learning Matrix mulitiplication;
- Learning programming with CUDA;
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To Do |
| Oct. 23, 2009 |
- Learning reduction 1;
- Learning optimization of CUDA program
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To Do |
| Oct. 30, 2009 |
- Learning reduction 2;
- Discuss how to use GPU speed up Protein Identification
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To Do |
| Nov. 6, 2009 |
Cancel |
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| Nov.11, 2009 |
- review reduction;
- learn an more efficient implementation of Matrix mulitiplicaiton;
- review Kaiyong's K-means code;
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