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公开(公告)号：US11514007B1
公开(公告)日：2022-11-29
申请号：US17356914
申请日：2021-06-24
Applicant: SAP SE
Inventor： Simon Hoppermann , Janick Frasch , Andre Sres , Masoud Aghadavoodi Jolfaei , Mirko Hin , Roman Rommel , Brian McKellar , Steffen Knoeller , Santo Bianchino , Kuan Lu , Dominik Heere
IPC: G06F16/00 , G06F16/21 , G06F16/245 , G06N20/00 , G06F16/951 , G06F16/25
Abstract: Computer-readable media, methods, and systems are disclosed for storing and analyzing dynamic data within a semantic data store. The dynamic data comprises one or more types of data having a normalized data schema. A dynamic data manager interfaces with the semantic data store to instruct storage of the data. The data may be received through an event service from either of an external data source or an internal data source.
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公开(公告)号：US20230091954A1
公开(公告)日：2023-03-23
申请号：US17477807
申请日：2021-09-17
Applicant: SAP SE
Inventor： Roman Rommel , Philipp Knuesel , Janick Frasch , Santo Bianchino
IPC: H04L12/911 , H04L29/06 , G06F9/48 , H04L12/24
Abstract: Computer-readable media, methods, and systems are disclosed for scheduling a start time and a shutdown time of one or more online resources associated with a multi-cloud resource scheduler. A request from a first user is received to access a multi-cloud resource scheduler associated with one or more online resources. Responsive to the request from the first user, credentials of the first user are validated prior to providing access to the multi-cloud resource scheduler. Based upon validating the credentials of the first user, access to the multi-cloud resource scheduler is provided. Instructions are received from the first user to schedule a start time and a shutdown time of at least one online cloud resource connected to the multi-cloud resource scheduler. An availability of the at least one online cloud resource is established for access by a second user based on the instructions.
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公开(公告)号：US20210089860A1
公开(公告)日：2021-03-25
申请号：US16659271
申请日：2019-10-21
Applicant: SAP SE
Inventor： Dominik Heere , Steffen Knoeller , Masoud Aghadavoodi Jolfaei , Simon Hoppermann , Santo Bianchino , Andre Sres , Mirko Hin , Janick Frasch , Kuan Lu , Roman Rommel
Abstract: Techniques for implementing a digital assistant that provides proactive notifications to users, summarizes data and relevant situations, forecasts/predicts future outcomes, simulates outcomes under different assumptions, generates recommendations to improve observed or assumed situations, and provides explanations for calculated outcomes are disclosed. In some example embodiments, a computer system is configured to detect a data change in one or more data sources, the data change corresponding to a monitored data object, generate a predicted future value for the monitored data object based on the detected data change, identify a deviation between the predicted future value and a planned future value for the monitored data object, determine that the identified deviation is relevant for a specific user at a specific time and in a specific context, and cause a notification corresponding to the deviation to be displayed on a computing device based on the determination that the deviation is relevant.
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公开(公告)号：US10915391B2
公开(公告)日：2021-02-09
申请号：US16455186
申请日：2019-06-27
Applicant: SAP SE
Inventor： Robert Meusel , Jaakob Kind , Atreju Florian Tauschinsky , Janick Frasch , Minji Lee , Michael Otto
IPC: G06F11/07 , G06F16/2458 , G05B23/02 , G06N7/00
Abstract: Some embodiments include reception of a time-series of a respective data value generated by each of a plurality of sensors, calculation of a regression associated with a first sensor of the plurality of sensors based on the received plurality of time-series, the regression being a function of the respective data values of the others of the plurality of data sources, reception of respective data values associated with a time from and generated by each the plurality of respective sensors, determination of a predicted value associated with the time for the first sensor based on the regression associated with the first sensor and on the respective data values associated with the time, comparison of the predicted value with the received value associated with the time and generated by the first sensor, and determination of a value indicating a likelihood of an anomaly based on the comparison.
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公开(公告)号：US20200026632A1
公开(公告)日：2020-01-23
申请号：US16039227
申请日：2018-07-18
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Jan Patrick Klein , Axel Kuhle , Markus Seidl , Benjamin Fischer
Abstract: In some implementations, there is provided a method, which includes receiving, at a recommendation system, a failure notice representing a failure detected by a sensor monitoring an object; comparing, by the recommendation system, the failure notice to a plurality of reference failure notices to identify at least one matching failure notice, the comparing based on a domain-by-domain scoring between the failure notice and the plurality of reference failure notices; and generating, by the recommendation system, a message including a suggested solution including at least one task to remedy the failure, the suggested solution obtained from the at least one matching failure notice. Related systems, methods, and articles of manufacture are also disclosed.
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Patent Agency Ranking
公开(公告)号：US20200021657A1
公开(公告)日：2020-01-16
申请号：US16034261
申请日：2018-07-12
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Robert Meusel , Jan Patrick Klein , Axel Kuhle
Abstract: In some implementations, there is provided a method, which includes transforming, by the recommendation system, a first data set into the principal component analysis domain; rotating, by the recommendation system, the transformed first data first data set into a common axis system; comparing, by the recommendation system, the rotated, transformed first data set to at least one of a plurality of reference data sets having been rotated into the common axis system; and identifying, by the recommendation system, at least one reference data set, the identifying based on the comparing. Related systems, methods, and articles of manufacture are also disclosed.
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公开(公告)号：US11164349B2
公开(公告)日：2021-11-02
申请号：US17077387
申请日：2020-10-22
Applicant: SAP SE
Inventor： Sven Peterson , Linda Jahn , Janick Frasch , Ralf Schoenfeld , Florian Weigold , Alexandru Radu , Jan Gottweiss , Ralf Vath , Axel Kuhle , Lukas Brinkmann
IPC: G06T11/20 , G06F16/904 , G06F3/0482
Abstract: Visualization of time series data includes sending to the data source a request for visualizing sensor data within a canvas having a width of w pixels and covering a visualization time range, each pixel of the canvas being representative of a time duration Iopt, receiving consecutive sets of tuples that each covers a time interval having the time duration It, performing a M4 aggregation comprising generating, from the received tuples, a set of consecutive w groups, each group of the w groups comprising tuples covering a time interval having the time duration Iopt, and determining for each group of the w groups a set of aggregates, and displaying the w sets of aggregates on the canvas of the browser window as a chart, wherein each one of the sets of aggregates is displayed in one of pixel columns of the canvas.
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公开(公告)号：US11102301B2
公开(公告)日：2021-08-24
申请号：US16034261
申请日：2018-07-12
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Robert Meusel , Jan Patrick Klein , Axel Kuhle
Abstract: In some implementations, there is provided a method, which includes transforming, by the recommendation system, a first data set into the principal component analysis domain; rotating, by the recommendation system, the transformed first data first data set into a common axis system; comparing, by the recommendation system, the rotated, transformed first data set to at least one of a plurality of reference data sets having been rotated into the common axis system; and identifying, by the recommendation system, at least one reference data set, the identifying based on the comparing. Related systems, methods, and articles of manufacture are also disclosed.
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公开(公告)号：US10740206B2
公开(公告)日：2020-08-11
申请号：US16039227
申请日：2018-07-18
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Jan Patrick Klein , Axel Kuhle , Markus Seidl , Benjamin Fischer
Abstract: In some implementations, there is provided a method, which includes receiving, at a recommendation system, a failure notice representing a failure detected by a sensor monitoring an object; comparing, by the recommendation system, the failure notice to a plurality of reference failure notices to identify at least one matching failure notice, the comparing based on a domain-by-domain scoring between the failure notice and the plurality of reference failure notices; and generating, by the recommendation system, a message including a suggested solution including at least one task to remedy the failure, the suggested solution obtained from the at least one matching failure notice. Related systems, methods, and articles of manufacture are also disclosed.
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公开(公告)号：US20190317848A1
公开(公告)日：2019-10-17
申请号：US16455186
申请日：2019-06-27
Applicant: SAP SE
Inventor： Robert Meusel , Jaakob Kind , Atreju Florian Tauschinsky , Janick Frasch , Minji Lee , Michael Otto
IPC: G06F11/07 , G06F16/2458 , G06N7/00 , G05B23/02
Abstract: Some embodiments include reception of a time-series of a respective data value generated by each of a plurality of sensors, calculation of a regression associated with a first sensor of the plurality of sensors based on the received plurality of time-series, the regression being a function of the respective data values of the others of the plurality of data sources, reception of respective data values associated with a time from and generated by each the plurality of respective sensors, determination of a predicted value associated with the time for the first sensor based on the regression associated with the first sensor and on the respective data values associated with the time, comparison of the predicted value with the received value associated with the time and generated by the first sensor, and determination of a value indicating a likelihood of an anomaly based on the comparison.
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