Application Research Of Data Mining Platform For Wuhan Metro Rail Transit Based On Big Data

With the rapid development of city rail transit construction in China,The level of metro rail transportation continue to improve,obtain the transportation system of subway tracks the rapid growth of data and the increasingly large scale,how these massive data for efficient storage and analysis of these data and play more and more become a problem.Face to the increasing data,the traditional data processing method of data storage cost is too high,It is difficult to manage those big data,low reliability,low efficiency,difficult to program parallel processing and many other shortcomings,we need a new technology to solve these problems.And now,along with the development of the Internet and the cloud computing,Internet information data explosion,big data technology will be a good solution to these similar problems.By integrating idle resources in the Internet,cloud computing provides powerful storage and computing capabilities,as well as a number of other solutions.Hadoop is an open source distributed data processing framework,which is used to efficiently process large amounts of data.Because of its scalability,high reliability,low cost and high efficiency,Hadoop has become a popular platform for the cloud computing.Through Hadoop and other cloud computing platforms can be a good solution to these problems related to rail transit.The subject of this paper is the application research of Wuhan metro rail transit information system based on big data,the main goal is: according to the current situation of the subway system,all kinds of business information systems,as well as Metro production applications,platform construction of rail traffic data mining platform based on the Hadoop cloud,and related applications on rail traffic data exploration and analysis.This paper first introduces the background of the big data,Integrate the Hadoop,cloud computing and other related big data platform,then introduces the analysis of metro rail transit information system,and then puts forward the framework of metro rail transit Hadoop big data mining platform based on massive data processing ability of metro rail transit system has greatly improved.Finally,based on the built metro rail track mining platform,this paper puts forward some big data analysis and application exploration based on this data platform.