基于云计算平台的物联网数据挖掘研究.doc

文档介绍：
基于云计算平台的物联网数据挖掘研究
张毅,崔晓燕**
(北京邮电大学自动化学院,北京 100876)
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摘要:随着社会的不断发展,信息产业已经逐渐成为了国民经济发展的重要支柱,而物联网
作为新一代信息技术的重要组成部分成为推动人类文明向智能化方向发展的关键技术。物
联网中的数据挖掘是物联网技术中重要的一环,是未来物联网应用数量大规模增长后对物
联网产业的强力补充,本文分析了物联网数据的特点以及物联网数据挖掘存在的困难,以
及云计算的出现为物联网数据挖掘提供了重要思路,文中论断云计算为物联网提供了最具
计算力和存储力的平台,并创新性的提出物联网云的概念。另外,在对平台可行性及性能
进行分析的过程中,本文提出了数据转换器、开放平台接口等思路,使整个平台有更好的
扩展性,方便第三方开发和测试。目前,物联网应用的整体生态系统面临很多挑战,产业
链中的不同人群也面临着不同问题,本文也给物联网中这些问题的解决提供了很好的思
路。
关键词:物联网;云计算;数据挖掘;分布式
中图分类号:TP319
The Data Mining Of IOT Based ON puting
ZHANG Yi, CUI Xiaoyan
(Automation School,Beijing University of Posts and munications,Beijing 100876)
Abstract: With the continuous development of society, the information industry has gradually
e an important pillar of the national economy. As an important part of the new generation of
information technology, the of things promotes the development of human civilization
and makes the world more intelligent. The data mining of IOT is an important part of IOT
technologies and a plement to the IOT industry when more and more applications
appear in the future. This paper analyzes the difficulties of data mining in IOT because of the data
features of IOT, and puting provides an important idea for data mining of IOT. The
paper also concludes that puting offers IOT the most puting and storage
capacity. In addition, the concept of IOT cloud is described in