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公开(公告)号：US20200380022A1
公开(公告)日：2020-12-03
申请号：US16425736
申请日：2019-05-29
Applicant: SAP SE
Inventor： Panish Ramakrishna , Ashutosh Patel , Nithya Rajagopalan
Abstract: A method of processing raw data as it is received from a data provider via an input channel is disclosed. Values are derived from the raw data as it is received from the data provider via the input channel. The derived values correspond to custom fields of a summary table. The summary table is configured to store a summary of the raw data The custom fields correspond to data capable of improving an analysis of an entity by an analysis tool. The derived values are inserted into the custom fields of the summary table. Access to the summary table is provided as enriched data for use by the analysis tool to improve the analysis of the entity.
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公开(公告)号：US11238077B2
公开(公告)日：2022-02-01
申请号：US16425736
申请日：2019-05-29
Applicant: SAP SE
Inventor： Panish Ramakrishna , Ashutosh Patel , Nithya Rajagopalan
Abstract: A method of processing raw data as it is received from a data provider via an input channel is disclosed. Values are derived from the raw data as it is received from the data provider via the input channel. The derived values correspond to custom fields of a summary table. The summary table is configured to store a summary of the raw data. The custom fields correspond to data capable of improving an analysis of an entity by an analysis tool. The derived values are inserted into the custom fields of the summary table. Access to the summary table is provided as enriched data for use by the analysis tool to improve the analysis of the entity.
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公开(公告)号：US20180032434A1
公开(公告)日：2018-02-01
申请号：US15220843
申请日：2016-07-27
Applicant: SAP SE
Inventor： Ashutosh Patel , Prithvi Krishna , Mohammed K A Aehthesham , Avinash Permude , Hemanth Rajeswari Anantha
IPC: G06F12/0808 , G06F3/06
CPC classification number: G06F11/00 , G06F17/30581
Abstract: Example embodiments for master data synchronization for multiple applications are described. In an example embodiment, master data to be employed by a plurality of applications, as well as schema for the master data, are accessed. One or more publication requests to store the master data and the schema of the master data to a master data store accessible by the plurality of applications are generated. The schema may be cached locally to one or more of the applications.
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公开(公告)号：US20220318686A1
公开(公告)日：2022-10-06
申请号：US17223796
申请日：2021-04-06
Applicant: SAP SE
Inventor： Nithya Rajagopalan , Panish Ramakrishna , Ashutosh Patel , Ranjith Pavanje Raja Rao , Mayank Kamboj , Arjun Swami
Abstract: In an example embodiment an applications (apps) intelligence framework is utilized to quickly operationalize machine learned models (of different use cases, products, or applications) and take them to production through a set of predetermined pipelines. The app server may include a model configuration component to allow an entity to configure a model for an entity's specific use case. This configuration is then passed to a model generation component in the machine learning component, which acts to generate the specific model for the entity's use case using the configuration. An intelligent scheduling component may then be used to schedule retraining of the specific model at particular intervals. Notably, the intelligent scheduling component is itself a machine learned model (in one example embodiment a neural network) that is trained to dynamically output a training interval for a particular model based on various features.
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公开(公告)号：US10216556B2
公开(公告)日：2019-02-26
申请号：US15220843
申请日：2016-07-27
Applicant: SAP SE
Inventor： Ashutosh Patel , Prithvi Krishna , Mohammed K A Aehthesham , Avinash Permude , Hemanth Rajeswari Anantha
Abstract: Example embodiments for master data synchronization for multiple applications are described. In an example embodiment, master data to be employed by a plurality of applications, as well as schema for the master data, are accessed. One or more publication requests to store the master data and the schema of the master data to a master data store accessible by the plurality of applications are generated. The schema may be cached locally to one or more of the applications.
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Patent Agency Ranking
公开(公告)号：US20180322185A1
公开(公告)日：2018-11-08
申请号：US15584195
申请日：2017-05-02
Applicant: SAP SE
Inventor： Ashutosh Patel , Rahul Seshagiri Srivatsa , Panish Ramakrishna , Debashis Banerjee
IPC: G06F17/30
CPC classification number: G06F17/30598 , G06F17/30386 , G06F17/30705 , G06F17/30707 , G06F17/30713 , G06F17/30867
Abstract: Example embodiments for classification are described. In an example embodiment, a request including a text term to be classified is received from a source system via a communication network at a computer system. A rule associated with the text term is accessed, in which the rule indicates at least one classifier of a plurality of classifiers installed at the computer system. Classification information for the text term is generated at the computer system using the at least one classifier indicated by the rule. The generated classification information includes a classification selected from a taxonomy by the at least one classifier. The generated classification information is transmitted via the communication network to the source system.
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公开(公告)号：US20180032553A1
公开(公告)日：2018-02-01
申请号：US15221085
申请日：2016-07-27
Applicant: SAP SE
Inventor： Ashutosh Patel , Prithvi Krishna , Mohammed K A Aehthesham , Avinash Permude , Hemanth Rajeswari Anantha
IPC: G06F17/30
CPC classification number: G06F16/213
Abstract: Example embodiments for augmenting master data schema are described. In an example embodiment, schema of master data to be employed by a plurality of applications are accessed. First additional information is added to the schema, wherein the first additional information is to be employed by each of the plurality of applications in accessing the master data. After the adding of the first additional information, second additional information is added to the schema, wherein the second additional information is to be employed by a first corresponding one of the plurality of applications in accessing the master data. In some example embodiments, third additional information is added to the schema, wherein the third additional information is to be employed by a second corresponding one of the plurality of applications in accessing the master data.
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8.发明申请公开(公告)号：US20220318687A1
公开(公告)日：2022-10-06
申请号：US17223859
申请日：2021-04-06
Applicant: SAP SE
Inventor： Nithya Rajagopalan , Panish Ramakrishna , Ashutosh Patel , Ranjith Pavanje Raja Rao , Mayank Kamboj , Arjun Swami
Abstract: In an example embodiment, a model generation component may additionally assign various cloud resources to a machine learned model so that the training or retraining of the model can be performed using these resource. The containers may be weighted to handle model generation work of different weight. Having one single configuration for a container responsible for generating all models leads to overuse of hardware resources because machine learning algorithms are very resource intensive, and thus dynamically selecting the weight improves hardware utilization.
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公开(公告)号：US11294906B2
公开(公告)日：2022-04-05
申请号：US16432196
申请日：2019-06-05
Applicant: SAP SE
Inventor： Ashutosh Patel , Panish Ramakrishna , Nithya Rajagopalan
IPC: G06F16/245 , G06F16/2455 , G06F16/22 , G06F16/901 , G06F16/903 , G06F16/2457
Abstract: Various examples are directed to systems and methods for identifying database records in a database table. A database management system receives a search request comprising a first set of strings associated with a first column of the database table and a second set of strings associated with a second column of the database table. The database management system selects a set of first column keywords using the first set of strings and executes a first tier query at the database table. Responsive to determining that no database record returned by the first tier query has a relevance score greater than a threshold value, the database management system executes a second tier query at the database table.
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公开(公告)号：US10942948B2
公开(公告)日：2021-03-09
申请号：US15584195
申请日：2017-05-02
Applicant: SAP SE
Inventor： Ashutosh Patel , Rahul Seshagiri Srivatsa , Panish Ramakrishna , Debashis Banerjee
Abstract: Example embodiments for classification are described. In an example embodiment, a request including a text term to be classified is received from a source system via a communication network at a computer system. A rule associated with the text term is accessed, in which the rule indicates at least one classifier of a plurality of classifiers installed at the computer system. Classification information for the text term is generated at the computer system using the at least one classifier indicated by the rule. The generated classification information includes a classification selected from a taxonomy by the at least one classifier. The generated classification information is transmitted via the communication network to the source system.
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