Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing
This paper is to make further research on facilitating the large-scale scientific computing on the grid and the desktop grid platform. The related issues include the programming method, the overhead of the high-level program interface based middleware, and the data anticipate migration. The block ba...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2014/914514 |
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| _version_ | 1832559748374855680 |
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| author | Yizi Shang Ling Shang Chuanchang Gao Guiming Lu Yuntao Ye Dongdong Jia |
| author_facet | Yizi Shang Ling Shang Chuanchang Gao Guiming Lu Yuntao Ye Dongdong Jia |
| author_sort | Yizi Shang |
| collection | DOAJ |
| description | This paper is to make further research on facilitating the large-scale scientific computing on the grid and the desktop grid platform. The related issues include the programming method, the overhead of the high-level program interface based middleware, and the data anticipate migration. The block based Gauss Jordan algorithm as a real example of large-scale scientific computing is used to evaluate those issues presented above. The results show that the high-level based program interface makes the complex scientific applications on large-scale scientific platform easier, though a little overhead is unavoidable. Also, the data anticipation migration mechanism can improve the efficiency of the platform which needs to process big data based scientific applications. |
| format | Article |
| id | doaj-art-29829168d8774167b90b24e010b29305 |
| institution | Kabale University |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-29829168d8774167b90b24e010b293052025-02-03T01:29:16ZengWileyThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/914514914514Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific ComputingYizi Shang0Ling Shang1Chuanchang Gao2Guiming Lu3Yuntao Ye4Dongdong Jia5State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, ChinaDahe Cluture & Finance Group, Nanjing 210007, ChinaSchool of Electric Power, North China University of Water Conservancy and Electric Power, Zhengzhou 450045, ChinaSchool of Information Engineering, North China University of Water Conservancy and Electric Power, Zhengzhou 450045, ChinaState Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, ChinaState Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, ChinaThis paper is to make further research on facilitating the large-scale scientific computing on the grid and the desktop grid platform. The related issues include the programming method, the overhead of the high-level program interface based middleware, and the data anticipate migration. The block based Gauss Jordan algorithm as a real example of large-scale scientific computing is used to evaluate those issues presented above. The results show that the high-level based program interface makes the complex scientific applications on large-scale scientific platform easier, though a little overhead is unavoidable. Also, the data anticipation migration mechanism can improve the efficiency of the platform which needs to process big data based scientific applications.http://dx.doi.org/10.1155/2014/914514 |
| spellingShingle | Yizi Shang Ling Shang Chuanchang Gao Guiming Lu Yuntao Ye Dongdong Jia Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing The Scientific World Journal |
| title | Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing |
| title_full | Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing |
| title_fullStr | Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing |
| title_full_unstemmed | Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing |
| title_short | Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing |
| title_sort | using the high level based program interface to facilitate the large scale scientific computing |
| url | http://dx.doi.org/10.1155/2014/914514 |
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