Interactive Visualization Platform Based on MapReduce
For dealing with the problem of ocean data's interactive visualization, this paper proposes an interactive visualization platform architecture based on cloud computing. It inserts GPU, MPI parallel computing into MapReduce mechanism of Hadoop to realize the parallel processing of large-scale oc...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2012-09-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2012.09.004/ |
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| _version_ | 1841529226095755264 |
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| author | Jialiang Wang Bo Qin Jianjian Liu Ni Liu |
| author_facet | Jialiang Wang Bo Qin Jianjian Liu Ni Liu |
| author_sort | Jialiang Wang |
| collection | DOAJ |
| description | For dealing with the problem of ocean data's interactive visualization, this paper proposes an interactive visualization platform architecture based on cloud computing. It inserts GPU, MPI parallel computing into MapReduce mechanism of Hadoop to realize the parallel processing of large-scale ocean environment data sets, such as data retrieval, data extraction, data interpolation, analysis of characteristics' visualization, so that the massive data's visualization can be processed in the remote interactive way. The experiment results show that the visualization platform architecture can combine MPI, GPU with MapReduce effectively to meet the needs of ocean data's interactive visualization. |
| format | Article |
| id | doaj-art-fae037b3412e4b2288a5416c5cca466f |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2012-09-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-fae037b3412e4b2288a5416c5cca466f2025-01-15T03:23:22ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012012-09-0128222759630263Interactive Visualization Platform Based on MapReduceJialiang WangBo QinJianjian LiuNi LiuFor dealing with the problem of ocean data's interactive visualization, this paper proposes an interactive visualization platform architecture based on cloud computing. It inserts GPU, MPI parallel computing into MapReduce mechanism of Hadoop to realize the parallel processing of large-scale ocean environment data sets, such as data retrieval, data extraction, data interpolation, analysis of characteristics' visualization, so that the massive data's visualization can be processed in the remote interactive way. The experiment results show that the visualization platform architecture can combine MPI, GPU with MapReduce effectively to meet the needs of ocean data's interactive visualization.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2012.09.004/ocean environment informationcloud computingGPUvisualization |
| spellingShingle | Jialiang Wang Bo Qin Jianjian Liu Ni Liu Interactive Visualization Platform Based on MapReduce Dianxin kexue ocean environment information cloud computing GPU visualization |
| title | Interactive Visualization Platform Based on MapReduce |
| title_full | Interactive Visualization Platform Based on MapReduce |
| title_fullStr | Interactive Visualization Platform Based on MapReduce |
| title_full_unstemmed | Interactive Visualization Platform Based on MapReduce |
| title_short | Interactive Visualization Platform Based on MapReduce |
| title_sort | interactive visualization platform based on mapreduce |
| topic | ocean environment information cloud computing GPU visualization |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2012.09.004/ |
| work_keys_str_mv | AT jialiangwang interactivevisualizationplatformbasedonmapreduce AT boqin interactivevisualizationplatformbasedonmapreduce AT jianjianliu interactivevisualizationplatformbasedonmapreduce AT niliu interactivevisualizationplatformbasedonmapreduce |