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    • 1. 发明公开
    • 데이터 품질 분석
    • 数据质量分析
    • KR20180030521A
    • 2018-03-23
    • KR20187001032
    • 2016-06-10
    • AB INITIO TECHNOLOGY LLC
    • SPITZ CHUCKGOULD JOEL
    • G06F17/30
    • G06F17/30371G06F17/30303G06F17/30516G06F17/30554
    • 방법은데이터처리시스템에의해생성된출력데이터세트를표시하는정보를수신하는단계; 출력데이터세트에관한데이터계통정보에기초하여, 출력데이터세트가의존하는하나이상의업스트림데이터세트를식별하는단계; 출력데이터세트가의존하는식별된하나이상의업스트림데이터세트중 하나이상을분석하는단계를포함한다. 분석하는단계는하나이상의업스트림데이터세트의각각의특정업스트림데이터세트에대해, (i) 특정업스트림데이터세트의프로파일과특정업스트림데이터세트에대한참조프로파일사이의허용가능한편차를표시하는제1 규칙, 및 (ii) 특정업스트림데이터세트내의하나이상의데이터요소각각에대한하나이상의허용가능한값 또는금지된값을표시하는제2 규칙중 하나이상을적용하는단계, 및하나이상의규칙을적용한결과에기초하여업스트림데이터세트중 하나이상을선택하는단계를포함한다. 방법은선택된하나이상의업스트림데이터세트와연관된정보를출력하는단계를포함한다.
    • 该方法包括接收指示由数据处理系统产生的一组输出数据的信息; 确定,基于关于在输出数据集的系统信息中,识别上行数据的一个或多个集合的输出数据集有关的数据; 分析输出数据集所依赖的一个或多个上游数据集中的一个或多个。 分析第一规则来为至少一个上游数据集的每个特定上游数据集之间的容许偏差,(I)的参考轮廓与特定的上行数据为特定的上行数据设置配置文件中设置,并且 (ii)基于施加步骤的结果,适用于一个或多个所述第二规则的所述一个或一个以上可接受值或用于一个或多个数据元素,每个在特定的上行数据集禁值的上行数据,以及一个或多个规则 并选择一组或多组。 该方法包括输出与所选择的一个或多个上游数据集相关联的信息。
    • 4. 发明专利
    • DATA QUALITY ANALYSIS
    • AU2019253860A1
    • 2019-11-14
    • AU2019253860
    • 2019-10-24
    • AB INITIO TECHNOLOGY LLC
    • GOULD JOELSPITZ CHUCK
    • G06F17/00
    • A method includes receiving information indicative of an output dataset generated by a data processing system; identifying, based on data lineage information relating to the output dataset, one or more upstream datasets on which the output dataset depends; analyzing one or more of the identified one or more upstream datasets on which the output dataset depends. The analyzing includes, for each particular upstream dataset of the one or more upstream datasets, applying one or more of: (i) a first rule indicative of an allowable deviation between a profile of the particular upstream dataset and a reference profile for the particular upstream dataset, and (ii) a second rule indicative of one or more allowable values or prohibited values for each of one or more data elements in the particular upstream dataset, and based on the results of applying the one or more rules, selecting one or more of the upstream datasets. The method includes outputting information associated with the selected one or more upstream datasets. WO 2016/201176 1/21 PCT/US2016/036813 co C ((D (NL CD 0oC 01 '
    • 5. 发明专利
    • Data quality analysis
    • AU2016274791B2
    • 2019-07-25
    • AU2016274791
    • 2016-06-10
    • AB INITIO TECHNOLOGY LLC
    • SPITZ CHUCKGOULD JOEL
    • G06F17/00
    • A method includes receiving information indicative of an output dataset generated by a data processing system; identifying, based on data lineage information relating to the output dataset, one or more upstream datasets on which the output dataset depends; analyzing one or more of the identified one or more upstream datasets on which the output dataset depends. The analyzing includes, for each particular upstream dataset of the one or more upstream datasets, applying one or more of: (i) a first rule indicative of an allowable deviation between a profile of the particular upstream dataset and a reference profile for the particular upstream dataset, and (ii) a second rule indicative of one or more allowable values or prohibited values for each of one or more data elements in the particular upstream dataset, and based on the results of applying the one or more rules, selecting one or more of the upstream datasets. The method includes outputting information associated with the selected one or more upstream datasets.
    • 6. 发明专利
    • DATA QUALITY ANALYSIS
    • AU2019253860B2
    • 2021-12-09
    • AU2019253860
    • 2019-10-24
    • AB INITIO TECHNOLOGY LLC
    • GOULD JOELSPITZ CHUCK
    • G06F17/00
    • A method includes receiving information indicative of an output dataset generated by a data processing system; identifying, based on data lineage information relating to the output dataset, one or more upstream datasets on which the output dataset depends; analyzing one or more of the identified one or more upstream datasets on which the output dataset depends. The analyzing includes, for each particular upstream dataset of the one or more upstream datasets, applying one or more of: (i) a first rule indicative of an allowable deviation between a profile of the particular upstream dataset and a reference profile for the particular upstream dataset, and (ii) a second rule indicative of one or more allowable values or prohibited values for each of one or more data elements in the particular upstream dataset, and based on the results of applying the one or more rules, selecting one or more of the upstream datasets. The method includes outputting information associated with the selected one or more upstream datasets. WO 2016/201176 1/21 PCT/US2016/036813 co C ((D (NL CD 0oC 01 '
    • 7. 发明专利
    • Data quality analysis
    • AU2016274791A1
    • 2017-11-30
    • AU2016274791
    • 2016-06-10
    • AB INITIO TECHNOLOGY LLC
    • SPITZ CHUCKGOULD JOEL
    • G06F17/30
    • A method includes receiving information indicative of an output dataset generated by a data processing system; identifying, based on data lineage information relating to the output dataset, one or more upstream datasets on which the output dataset depends; analyzing one or more of the identified one or more upstream datasets on which the output dataset depends. The analyzing includes, for each particular upstream dataset of the one or more upstream datasets, applying one or more of: (i) a first rule indicative of an allowable deviation between a profile of the particular upstream dataset and a reference profile for the particular upstream dataset, and (ii) a second rule indicative of one or more allowable values or prohibited values for each of one or more data elements in the particular upstream dataset, and based on the results of applying the one or more rules, selecting one or more of the upstream datasets. The method includes outputting information associated with the selected one or more upstream datasets.
    • 8. 发明专利
    • DATA QUALITY ANALYSIS
    • CA2988256A1
    • 2016-12-15
    • CA2988256
    • 2016-06-10
    • AB INITIO TECHNOLOGY LLC
    • SPITZ CHUCKGOULD JOEL
    • G06F17/00G06F17/30
    • A method includes receiving information indicative of an output dataset generated by a data processing system; identifying, based on data lineage information relating to the output dataset, one or more upstream datasets on which the output dataset depends; analyzing one or more of the identified one or more upstream datasets on which the output dataset depends. The analyzing includes, for each particular upstream dataset of the one or more upstream datasets, applying one or more of: (i) a first rule indicative of an allowable deviation between a profile of the particular upstream dataset and a reference profile for the particular upstream dataset, and (ii) a second rule indicative of one or more allowable values or prohibited values for each of one or more data elements in the particular upstream dataset, and based on the results of applying the one or more rules, selecting one or more of the upstream datasets. The method includes outputting information associated with the selected one or more upstream datasets.