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.

    Lock mode determination service
    2.
    发明授权

    公开(公告)号:US10474664B2

    公开(公告)日:2019-11-12

    申请号:US15454470

    申请日:2017-03-09

    Applicant: SAP SE

    Abstract: Methods and systems are disclosed for flexibly managing lock modes in a data-sharing environment, including optimistic and pessimistic lock modes. A lock mode determination service receives a request from an application instance for a lock mode with which to access specified data objects. The service can determine and provide a suitable lock mode based on a context of the application, and optionally other parameters, by evaluating a checklist of criteria sorted in precedential order. Criteria can include geo-boundaries, platform, role, and others. The requesting application instance uses the determined lock mode to access the data, with optional assistance of a lock service. The lock mode determination service can support one or more applications having one or more instances each, and can also support multiple disjoint data-sharing environments. Suitable environments include cloud, datacenter, mobile, client-server, and SAAS.

    DYNAMIC LEARNING BASED RESOURCE UTILIZATION FAIRNESS IN A CLOUD MULTI-TENANT ENVIRONMENT

    公开(公告)号:US20250117254A1

    公开(公告)日:2025-04-10

    申请号:US18483472

    申请日:2023-10-09

    Applicant: SAP SE

    Inventor: Apoorv Bhargava

    Abstract: A system for executing a multi-tenant application includes at least one processor and at least one memory storing program instructions. The multi-tenant application generates one or more page size recommendations and one or more sequential request count recommendations for one or more calls to an external database. The multi-tenant application performs a first call to the external database using a page size which is based on a first page size recommendation, where the page size specifies a number of records to retrieve from the external database. The multi-tenant application also performs, in a sequential manner by the multi-tenant application, the first call and a number of subsequent calls to the external database, where the number of subsequent calls is based on a first sequential request count recommendation. Related methods and computer program products are also provided.

    Probing linear and non-linear relationships between entities in a network

    公开(公告)号:US10409832B2

    公开(公告)日:2019-09-10

    申请号:US15620796

    申请日:2017-06-12

    Applicant: SAP SE

    Abstract: To probe linear and non-linear relationships of entities in a network, in a graphical user interface, in a login session, a selection of an action on a first node is received. In response to the selection of the action on the first node, the action is automatically performed. A navigation breadcrumb is dynamically generated in the graphical user interface with a first navigation identifier corresponding to the action performed on the first node and a corresponding first state information of the nodes. In database tables in a database, the first state information of the nodes corresponding to the first navigation identifier is stored. Selection of the first navigation identifier on the navigation breadcrumb is received, and in response to the selection, the first state information of the nodes is retrieved from the database tables and displayed in a canvas in an area of focus.

    DYNAMIC TIME-OUT VALUES FOR OUTBOUND CALLS IN A CLOUD MULTI-TENANT SYSTEM

    公开(公告)号:US20230099475A1

    公开(公告)日:2023-03-30

    申请号:US17486668

    申请日:2021-09-27

    Applicant: SAP SE

    Inventor: Apoorv Bhargava

    Abstract: In some implementations, there may be provided a method that includes: in response to receiving a request from a client device, initiate, by a cloud service, execution of a process; detecting, by the cloud service, that the process includes a call to a database that is external to the cloud platform; in response to the detecting, requesting, by the cloud service, a time-out value from a time-out value recommendation engine, the time-out value determined based on a state of a cloud platform hosting the cloud service; in response to the request, receiving, by the cloud service, the time-out value determined based on the state of the cloud platform; and performing, based on the time-out value determined based on the state of the cloud platform, the call to the database that is external to the cloud platform. Related systems, methods, and articles of manufacture are also disclosed.

    LEARNING-BASED DYNAMIC DETERMINATION OF SYNCHRONOUS/ASYNCHRONOUS BEHAVIOR OF COMPUTING SERVICES

    公开(公告)号:US20230012305A1

    公开(公告)日:2023-01-12

    申请号:US17370907

    申请日:2021-07-08

    Applicant: SAP SE

    Inventor: Apoorv Bhargava

    Abstract: Technologies are described for determining between synchronous and asynchronous modes for computing service requests. Computing service requests are received by a computing service from clients. The computing service dynamically determines whether to use synchronous mode or asynchronous mode for processing the computing service requests. The computing service makes the dynamic determination of which mode to use (synchronous or asynchronous) based on various criteria, which can include synchronous/asynchronous mode recommendations generated by machine learning models and/or synchronous/asynchronous mode recommendations generated by static rules.

    CAPTURING CONTEXT USING NETWORK VISUALIZATION

    公开(公告)号:US20190087484A1

    公开(公告)日:2019-03-21

    申请号:US15705365

    申请日:2017-09-15

    Applicant: SAP SE

    Abstract: Provided are devices and methods for generating and capturing context related to a situation using a network visualization. In one example, the method includes identifying a plurality of entities that are associated with each other based on a common situational event and generating a plurality of nodes representing the plurality of entities, determining relationships between the plurality of entities based on respective attributes of each of the plurality of entities with respect to the common situational event, generating context between the plurality of entities by generating a network visualization including the plurality of nodes linked together based on the determined relationships between the plurality of entities, and outputting the network visualization including the plurality of nodes linked together based on the determined relationships to a user interface.

    SERVICE TOKEN HANDLING
    10.
    发明申请

    公开(公告)号:US20170324749A1

    公开(公告)日:2017-11-09

    申请号:US15148165

    申请日:2016-05-06

    Applicant: SAP SE

    Abstract: A system includes reception, at a server and in a first browser session, of a request from a client for a token to access a first software service, determination of a token stored in a server memory of the server and associated with the first service and the client, determination, at the server, of whether a validity period of the token is within a predetermined period of expiration, and, if it is determined that the validity period of the token is within a predetermined period of expiration, transmission of a request for a new token to access the first software service from a token provider associated with the first service, reception of the new token from the token provider, and provision of the new token to the client in the first browser session.

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