基于云计算平台的物联网数据挖掘研究

The Data Mining Of IOT Based ON Cloud Computing

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。

With the continuous development of society, the information industry has gradually become an important pillar of the national economy. As an important part of the new generation of information technology, the Internet 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 strong complement to the IOT industry when more and more applications appear in the future. This paper analyzes the dififculties of data mining in IOT because of the data features of IOT, and cloud computing provides an important idea for data mining of IOT. The paper also concludes that cloud computing offers IOT the most powerful computing and storage capacity. In addition, the concept of IOT cloud is described in chapter two.In addition, during the analysis of the platform, this paper made a research of data converters and open platform interface, which makes the platform more scalability and easy to develop or test for the third party. At present, the applications ecosystem of IOT faces many challenges, and so does the IOT industry chain. This paper gives good ideas to solve these dififculties of IOT.