System design of student status pre-warning management based on big data

Based on the idea of Big Data and technical framework, filtered out the specific condition data displayed in a visual way to pre-warn to specific groups of students after collating and cleaning the collected data of score of students of various majors in various colleges. This paper analyzed the status and significance of school students' performance management and school status early warning. Then, we introduced big data technology, designed Hadoop-based pre-warning system to standardize the management process of intelligent digital teaching service and pre-warning system based on a large number of students' achievements. Finally, the paper puts forward the key technology of big data and the concrete implementation path of system design.