Research on Non-Invasive DataStandardization Methods

This work presents the design and implementation of a non-invasive data standardization system, encompassing the technical implementation scheme, data standardization process, and system data structure design. Additionally, the work provides an analysis of the applicable scenarios and application methods of the system. Currently, this system has been deployed as a subsystem of China Mobile's Smart Campus BigData Platform and has played a pivotal role in several key projects, supporting data governance and data mining efforts within the Big Data Platform.