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Detecting potential root causes of data quality issues using data lineage graphs
Detecting potential root causes of data quality issues using data lineage graphs
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机译:使用数据沿袭图检测数据质量问题的潜在根本原因
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摘要
An example system includes a processor that can generate a first lineage graph based on a first set of monitored assets and processes used to produce a data asset. The processor can detect a data quality issue at the data asset. The processor can also generate a second lineage graph including a second set of monitored assets and processes that produced the data asset with the data quality issue. The processor can further compare the second lineage graph with the first lineage graph to detect a potential root cause of the data quality issue. The processor can also further modify an asset or process corresponding to the potential root cause of the data quality issue.
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