Automated data integration, reconciliation, and self healing using machine learning

    公开(公告)号:US11379500B2

    公开(公告)日:2022-07-05

    申请号:US16879262

    申请日:2020-05-20

    Applicant: SAP SE

    Abstract: Technologies are described for performing automated data integration, reconciliation, and/or self-healing using machine learning. For example, data integration can be checked using a reconciliation procedure. The number of times that the reconciliation is performed can be determined dynamically by a machine learning model. For each iteration, reconciliation can be performed to check integrated data against source data. If any reconciliation errors are found, then self-healing operations can be performed. Results of the reconciliation can be output. The reconciliation results can be used to update the machine learning model so that the machine learning model can dynamically adjust the number of iterations to perform based at least in part on reconciliation results.

    AUTOMATED DATA INTEGRATION, RECONCILIATION, AND SELF HEALING USING MACHINE LEARNING

    公开(公告)号:US20210303547A1

    公开(公告)日:2021-09-30

    申请号:US16879262

    申请日:2020-05-20

    Applicant: SAP SE

    Abstract: Technologies are described for performing automated data integration, reconciliation, and/or self-healing using machine learning. For example, data integration can be checked using a reconciliation procedure. The number of times that the reconciliation is performed can be determined dynamically by a machine learning model. For each iteration, reconciliation can be performed to check integrated data against source data. If any reconciliation errors are found, then self-healing operations can be performed. Results of the reconciliation can be output. The reconciliation results can be used to update the machine learning model so that the machine learning model can dynamically adjust the number of iterations to perform based at least in part on reconciliation results.

    Parsing nested javascript object notation requests

    公开(公告)号:US10685079B2

    公开(公告)日:2020-06-16

    申请号:US15702285

    申请日:2017-09-12

    Applicant: SAP SE

    Abstract: A method may include generating, based on a tree structure representative of a request, a one-dimensional array representative of the request. The generating may include in response to the tree structure having a first node that corresponds to a section, inserting, into the one-dimensional array, a first element including a numerical value that corresponds to a quantity of children nodes descending from the first node. If the first node further includes the condition, a second element including a condition may be included into the one-dimensional array. If the tree structure includes a second node that corresponds to an object, a third element including the object may be inserted into the one-dimensional array. The request may be executed based on the one-dimensional array. Related systems and articles of manufacture are also provided.

    PARSING NESTED JAVASCRIPT OBJECT NOTATION REQUESTS

    公开(公告)号:US20190080015A1

    公开(公告)日:2019-03-14

    申请号:US15702285

    申请日:2017-09-12

    Applicant: SAP SE

    CPC classification number: G06F16/955 G06F16/9535 H04L67/02 H04L67/42

    Abstract: A method may include generating, based on a tree structure representative of a request, a one-dimensional array representative of the request. The generating may include in response to the tree structure having a first node that corresponds to a section, inserting, into the one-dimensional array, a first element including a numerical value that corresponds to a quantity of children nodes descending from the first node. If the first node further includes the condition, a second element including a condition may be included into the one-dimensional array. If the tree structure includes a second node that corresponds to an object, a third element including the object may be inserted into the one-dimensional array. The request may be executed based on the one-dimensional array. Related systems and articles of manufacture are also provided.

    Heat Map Tiles
    5.
    发明申请
    Heat Map Tiles 审中-公开

    公开(公告)号:US20180260978A1

    公开(公告)日:2018-09-13

    申请号:US15455938

    申请日:2017-03-10

    Applicant: SAP SE

    CPC classification number: G06F16/24 G06T11/00

    Abstract: Disclosed herein are system, method, and computer program product embodiments for generating heat map colored tiles. A tile may be a graphical user interface object depicting a data object. One or more tiles may be organized and sorted by a numerical value associated with one or more data objects. The tiles may be colored in a heat map configuration based on the numerical value and may also provide a command interface, allowing users to quickly interact with the depicted data objects. The organization and coloring of a set of tiles may allow users to quickly visualize data and make more informed decisions.

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