Research and design of data and analysis system of information system based on cloud computing

Research and design of data and analysis system of information system based on cloud computing

Li Donghui Fang Wu Xiaozhi Zhu Guangwang Jumeo

This paper presents a data acquisition and analysis system of distributed parallel information system based on cloud computing platform, starting from the three-level service mode of cloud computing. First, the Distributed file system provided by the Hadoop cloud computing platform enhances the access speed of the data and increases the fault tolerance of the system. On this basis, the MapReduce programming model is used to parallel the data stream ensemble classification algorithm to improve the data classification and mining efficiency. Finally, the SOA service architecture is built with Web service technology, and the technology platform is integrated. The test results show that the detection system is efficient and has high detection precision, and has certain practicability and popularization value.

Research and design of data and analysis system of information system based on cloud computing