基于数据挖掘技术的物联网设备综合评估

G. Vijay Kumar, M. Sreedevi, Arvind Yadav, B. Aruna
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摘要

目前,全世界都在使用各种各样的智能设备,其中包括传感器和少数执行器。在电子通信领域有了巨大的进步;通过设备和互联网技术的带宽处理数据使得访问和与世界各地的各种设备交互变得非常容易。在物联网(IoT)和云技术领域进行了广泛的研究,以构建从这种类型的异构环境中创建的令人难以置信的数据,并能够在数据挖掘技术的帮助下转化为有价值的知识。由此产生的知识将在做出明智的决策方面发挥关键作用,同时也可能成为最佳的资源管理和服务。在本文中,我们对各种数据挖掘技术进行了全面评估,这些技术用于小型和大型物联网应用,以使环境变得智能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comprehensive Assessment on IOT Devices with Data Mining Techniques
Now at present development the entire world using vast variety of smart devices associated among sensors & handful of actuators. There is an enormous progress within the field of electronic communication; processing the data through devices and the bandwidth in internet technologies makes very easy to access and to interact with the variety of devices all over the whole world. There is a wide range research in the area of Internet of Things (IoT) along Cloud Technologies making to build incredible data which are creating from this type of heterogeneous environments and can be able to transform into a valuable knowledge with the help of data mining techniques. The knowledge that is generated will takes a crucial role in making intellectual decisions and also be a best possible resource management and services. In this paper we organized a comprehensive assessment on various data mining techniques engaged with small and large scale IoT applications to make the environment smart.
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