Abstract
The Internet of Things' is far more complex than the Internet, aiming at the heterogeneous and real-time characteristics of its massive data, combined with the advantage of distributed cloud platform. In this paper,the data reduction tool reusable on an extended cloud platform is designed which solved the problem of heterogeneous data access and new type data; the characteristics of resources and information for the platform sharing requirements, take three levels of abstract data modeling of the data resource, the model can comprehensively, systematically describes a IOT data resource, and has high efficiency in storage and query terms. Finally, a new data-mining system built on top of cloud computing platform is implemented to verify the validity of data reduction module and finally through analysis of experimental data to verify the validity of the target.
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