Mass data quality management and governance system
A technology of quality management and massive data, applied in the field of big data governance, it can solve the problems of business expansion, the release of data value, and the lack of data management and control system for data information, so as to achieve the effect of efficient data-driven processing mechanism and improved hardware resources.
Pending Publication Date: 2021-06-25
云基华海信息技术股份有限公司
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Problems solved by technology
[0002] With the widespread use of information technology, a large amount of data information has been generated. These data information do not have a complete, scientific, safe, and high-quality data management and control system, which makes the massive offline data erode the work efficiency of data owners and complicated adjustments. The acquisition process makes it very difficult to release the value of data, and data management faces many problems, disaster recovery difficulties, data islands, business expansion and other issues have already overwhelmed the existing system
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Embodiment 1
[0035]A mass data quality management and governance system that provides a complete, scientific, safe, and high-quality data control system to meet the requirements of metadata management, data collection, data quality testing, and data cleaning for heterogeneous systems , data fusion and other governance processes, and can provide data services to the outside world by building a flexible data model for the data, which can meet the requirements of heterogeneous data applications. The present invention has a complete data monitoring system and operation and maintenance monitoring system, can control the whole process of data governance through simple page operations, and grasp the operating status of the system in real time. Lineage analysis is an important function of data quality management and data governance. It traces the development and evolution of data through the metadata development chain, and visually shows where the data originated, where it was used, and where it we...
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A mass data quality management and treatment system is used for performing centralized management on various data, performing comprehensive treatment on the data and using the treated data to provide data service support in a data model service mode. The metadata management module is sequentially connected to the data acquisition module, the data fusion module and the data model module. The data model module is respectively connected with the data service module and the data visualization module. The data acquisition module is connected to the data model module through the data cleaning module. The data cleaning module is bidirectionally connected with the data fusion module. According to the efficient data driving processing mechanism, data treatment is automatically carried out according to a formulated data treatment rule by monitoring data changes, the resource use condition is dynamically controlled according to the hardware resource condition, and the hardware resources are utilized to the maximum extent to improve the data treatment efficiency.
Description
technical field [0001] The invention relates to big data governance, in particular to a system for mass data quality management and governance. Background technique [0002] With the widespread use of information technology, a large amount of data information has been generated. These data information do not have a complete, scientific, safe, and high-quality data management and control system, which makes the massive offline data erode the work efficiency of data owners and complicated adjustments. The acquisition process makes it very difficult to release the value of data, and data management faces many problems. Problems such as disaster recovery difficulties, data islands, and business expansion have already overwhelmed the existing system. Contents of the invention [0003] In order to solve the above-mentioned problems in the prior art, the present invention provides a massive data quality management and governance system. [0004] The technical solution adopted by...
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Login to View More IPC IPC(8): G06F16/215G06F16/25G06F16/28G06F16/34
CPCG06F16/215G06F16/28G06F16/25G06F16/34
Inventor 鲁红军
Owner 云基华海信息技术股份有限公司