Applied research on data mining platform for weather forecast based on cloud storage
Haiyan Song¹, Leixiao Li2 and Yuhong Fan3
COMPUTER MODELLING & NEW TECHNOLOGIES 2014 18(12C) 1226-1230
1 Department of Software Engineering t, Inner Mongolia Electronic Information Vocational Technical College, China
2 Department of Computer Science of Information Engineering College, Inner Mongolia University of Technology, China
3 People's Bank of China, Inner Mongolia, China
This paper analyses the weather data mining, cloud storage and Hadoop framework. A cloud storage platform model of weather data mining is constructed based on Hadoop framework. With this platform two major accomplishments are made: 1)a data model is designed for weather data Mining; 2)a Weather Forecast System is set up through experiment design, data set gathering and prediction algorithm compute. The experimental results showed that this platform is expandable, maintainable, and manages the massive meteorological data with high efficiency