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US Patent 11429614 Systems and methods for data quality monitoring

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11429614
Date of Patent
August 30, 2022
Patent Application Number
16824207
Date Filed
March 19, 2020
Patent Citations
‌
US Patent 11238048 Guided creation interface for streaming data processing pipelines
Patent Citations Received
‌
US Patent 12019902 Data lineage in a data pipeline
5
Patent Primary Examiner
‌
Hung T Vy
CPC Code
‌
G06F 16/116
‌
G06F 16/13
‌
G06F 16/68
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G06F 16/254
‌
G06F 16/907
‌
G06F 16/437

Systems and methods for data quality monitoring are provided. Various embodiments include a data monitoring system that integrates into a data pipeline. The data monitoring system may receive a call from the data pipeline to analyze data inputs entering the data pipeline. The monitoring system can generate metadata describing the data inputs and compare the generated metadata with previously generated metadata to determine if the data inputs are historically consistent. The data monitoring system may return a consistency measure to the data pipeline. In further embodiments, the data monitoring system can generate metadata describing data outputs from the data pipeline and compare the output metadata to previously generated output metadata. In further embodiments, the data monitoring system may operate as a read only entity in a database. The monitoring system may monitor for changes in the database and determine when adverse changes occur in the database.

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