Hierarchical drift detection of data sets
    1.
    发明申请
    Hierarchical drift detection of data sets 审中-公开
    数据集的分层漂移检测

    公开(公告)号:US20060020594A1

    公开(公告)日:2006-01-26

    申请号:US10896619

    申请日:2004-07-21

    IPC分类号: G06F17/30

    CPC分类号: G06F16/27

    摘要: The present leverages data hierarchies to provide a systematic means to determine data differences between equivalent data. This allows disparate data storage systems to efficiently determine divergent data locations by utilizing, for example, data signatures representative of varying degrees of data granularity. Comparative analysis can then be performed between the databases by employing an iterative approach until the desired level of data granularity is obtained. This allows, in one instance of the present invention, discrepant data to be determined without the transfer of large amounts of data and without requiring homogeneous data storage systems. Another instance of the present invention utilizes equivalent logical data views from non-identical data sets to determine data discrepancies. Yet another instance of the present invention determines discrepancies of a federated and/or integrated data system by employing reversible data statistical signatures, providing a simplistic transfer protocol and sheltering each data system from the other's complexities.

    摘要翻译: 本发明利用数据层次来提供确定等效数据之间的数据差异的系统手段。 这允许不同的数据存储系统通过利用例如代表不同程度的数据粒度的数据签名来有效地确定发散数据位置。 然后可以通过采用迭代方法在数据库之间进行比较分析,直到获得期望的数据粒度水平。 这在本发明的一个实例中允许在不传输大量数据而不需要均匀数据存储系统的情况下确定差异数据。 本发明的另一个实例使用来自不相同数据集的等效逻辑数据视图来确定数据差异。 本发明的另一个实例通过采用可逆数据统计签名来确定联合和/或集成的数据系统的差异,提供简单的传输协议并且避免每个数据系统与其他复杂性。

    DATA VALIDATION USING SIGNATURES AND SAMPLING
    3.
    发明申请
    DATA VALIDATION USING SIGNATURES AND SAMPLING 有权
    使用签名和采样的数据验证

    公开(公告)号:US20090125623A1

    公开(公告)日:2009-05-14

    申请号:US12358686

    申请日:2009-01-23

    IPC分类号: G06F15/173

    摘要: Architecture that facilitates validation of a data mapping of data from a data source to a data target. There is included a signature generation component that generates a source signature of all or a portion of the data source and a target signature of all or a corresponding portion of the data target, and a sampling component that obtains a sample of the source data a corresponding sample of the target data. The data signatures and data samples are compared respectively and processed with a processing component to determine the status of the validation process.

    摘要翻译: 有助于数据从数据源到数据目标的数据映射的验证的体系结构。 包括签名生成组件,其生成数据源的全部或一部分的源签名以及数据目标的全部或相应部分的目标签名,以及获取源数据样本的采样组件a相应的 目标数据样本。 比较数据签名和数据样本,并用处理组件进行处理,以确定验证过程的状态。

    Data validation using signatures and sampling
    4.
    发明授权
    Data validation using signatures and sampling 有权
    使用签名和抽样的数据验证

    公开(公告)号:US07484096B1

    公开(公告)日:2009-01-27

    申请号:US10447087

    申请日:2003-05-28

    IPC分类号: H04L9/00

    摘要: Architecture that facilitates validation of a data mapping of data from a data source to a data target. There is included a signature generation component that generates a source signature of all or a portion of the data source and a target signature of all or a corresponding portion of the data target, and a sampling component that obtains a sample of the source data a corresponding sample of the target data. The data signatures and data samples are compared respectively and processed with a processing component to determine the status of the validation process.

    摘要翻译: 有助于数据从数据源到数据目标的数据映射的验证的体系结构。 包括签名生成组件,其生成数据源的全部或一部分的源签名以及数据目标的全部或相应部分的目标签名,以及获取源数据样本的采样组件a相应的 目标数据样本。 比较数据签名和数据样本,并用处理组件进行处理,以确定验证过程的状态。

    Data validation using signatures and sampling
    7.
    发明授权
    Data validation using signatures and sampling 有权
    使用签名和抽样的数据验证

    公开(公告)号:US07966279B2

    公开(公告)日:2011-06-21

    申请号:US12358666

    申请日:2009-01-23

    IPC分类号: G06F17/00 G06N7/00

    摘要: Architecture that facilitates validation of a data mapping of data from a data source to a data target. There is included a signature generation component that generates a source signature of all or a portion of the data source and a target signature of all or a corresponding portion of the data target, and a sampling component that obtains a sample of the source data a corresponding sample of the target data. The data signatures and data samples are compared respectively and processed with a processing component to determine the status of the validation process.

    摘要翻译: 有助于数据从数据源到数据目标的数据映射的验证的体系结构。 包括签名生成组件,其生成数据源的全部或一部分的源签名以及数据目标的全部或相应部分的目标签名,以及获取源数据样本的采样组件a相应的 目标数据样本。 比较数据签名和数据样本,并用处理组件进行处理,以确定验证过程的状态。

    Data validation using signatures and sampling
    8.
    发明授权
    Data validation using signatures and sampling 有权
    使用签名和抽样的数据验证

    公开(公告)号:US08122253B2

    公开(公告)日:2012-02-21

    申请号:US12358686

    申请日:2009-01-23

    IPC分类号: H04L9/00

    摘要: Architecture that facilitates validation of a data mapping of data from a data source to a data target. There is included a signature generation component that generates a source signature of all or a portion of the data source and a target signature of all or a corresponding portion of the data target, and a sampling component that obtains a sample of the source data a corresponding sample of the target data. The data signatures and data samples are compared respectively and processed with a processing component to determine the status of the validation process.

    摘要翻译: 有助于数据从数据源到数据目标的数据映射的验证的体系结构。 包括签名生成组件,其生成数据源的全部或一部分的源签名以及数据目标的全部或相应部分的目标签名,以及获取源数据样本的采样组件a相应的 目标数据样本。 比较数据签名和数据样本,并用处理组件进行处理,以确定验证过程的状态。