| 基于普适云的大数据挖掘 |
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| 引用本文： | 时念云,王文佳,马力. 基于普适云的大数据挖掘[J]. 计算机系统应用, 2013, 22(11): 7-12 |
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| 作者姓名： | 时念云 王文佳 马力 |
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| 作者单位： | 中国石油大学(华东) 计算机与通信工程学院, 青岛 266580;中国石油大学(华东) 计算机与通信工程学院, 青岛 266580;中国石油大学(华东) 计算机与通信工程学院, 青岛 266580 |
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| 基金项目： | 中央高校基本科研业务费专项资金(14CX02032A) |
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| 摘 要： | 通过查阅大量相关文献资料，概述大数据和普适云的基本概念，提出基于普适云的大数据挖掘架构，在理论方面论证其可行性、论述其运行模式并进行了性能分析，分析总结了基于普适云的大数据挖掘所涉及的关键技术．
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| 关 键 词： | 普适计算 云计算 大数据 数据挖掘 UbiCloud |
| 收稿时间： | 2013-04-17 |
| 修稿时间： | 2013-05-20 |
Data Mining of Big Data Based on UbiCloud |
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| SHI Nian-Yun,WANG Wen-Jia and MA Li. Data Mining of Big Data Based on UbiCloud[J]. Computer Systems& Applications, 2013, 22(11): 7-12 |
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| Authors: | SHI Nian-Yun WANG Wen-Jia MA Li |
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| Affiliation: | College of Computer and Communication Engineering, China University of Petroleum(Huadong), Qingdao 266580, China;College of Computer and Communication Engineering, China University of Petroleum(Huadong), Qingdao 266580, China;College of Computer and Communication Engineering, China University of Petroleum(Huadong), Qingdao 266580, China |
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| Abstract: | By accessing to a large number of relevant documents, this paper outlined the basic concepts of Big Data and UbiCloud, and proposed data mining architecture of Big Data based on UbiCloud. Then, this thesis demonstrated the feasibility of the architecture, discussed the operating mode of it and analyzed its performance, in theory. Moreover, it analyzed and summarized the key technology involved with data mining of Big Data based on UbiCloud. |
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| Keywords: | ubiquitous computing cloud computing big data data mining ubiCloud |
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