The development and application of data mining based on cloud computing

Journal of Physics: Conference Series1087
IOP Publishing
Jun Zeng
Sep 1, 2018

Abstract

With the rapid increase of data storage capacity, massive data processing and massive data calculation has become an important problem in the field of data mining. Cloud computing is good at dealing with large-scale data and large-scale computing. If the data mining algorithm can be cooperated to the cloud computing platform, the large computational problems in the field of data mining will be solved. In this paper, the author introduces the basic characteristics and process of cloud computing and data mining, and summarizes the various methods of data mining in detail, including neural network method, genetic algorithm, decision tree method, statistical analysis, rough set method. Finally, the application of data mining based on cloud computing is summarized.

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