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11. 发明申请

US20210286898A1 DATASET ORIGIN ANONYMIZATION AND FILTRATION 有权
公开(公告)号：US20210286898A1
公开(公告)日：2021-09-16
申请号：US16815185
申请日：2020-03-11
申请人： International Business Machines Corporation
发明人： Aris Gkoulalas-Divanis , Paul R. Bastide , Rohit Ranchal
IPC分类号： G06F21/62
摘要： Embodiments also include a method for filtering and securing content of datasets in computer readable form designated for release to reduce discernable inferences therein. The method includes receiving a first dataset having first records associated with a quasi-identifier. The first records have respective first data values associated with the quasi-identifier. The method includes receiving a second dataset having second records associated with the quasi-identifier. The second records have respective second data values associated with the quasi-identifier. The method includes defining a first cluster having a first boundary based on a combination of the first dataset and the second dataset. The method includes replacing a first one of the first data values with the first boundary and a second one of the second data values with the first boundary.

12. 发明申请

US20160300275A1 Rating Aggregation and Propagation Mechanism for Hierarchical Services and Products 审中-公开
标题翻译：分级服务和产品的评级聚合和传播机制
公开(公告)号：US20160300275A1
公开(公告)日：2016-10-13
申请号：US14744458
申请日：2015-06-19
申请人： International Business Machines Corporation
发明人： Shubir Kapoor , Ajay Mohindra , Rohit Ranchal , Nianjun Zhou
IPC分类号： G06Q30/02 , G06Q30/06
摘要： Mechanisms are provided, in a hierarchical feedback aggregation (HFA) system implemented in one or more data processing systems, for collecting and presenting user feedback information for a composite offering. A backend engine of the HFA system, implemented in a first data processing system, registers a hierarchical feedback model for the composite offering. A frontend engine of the HFA system, implemented in a second data processing system, receives user feedback for an identified component of the composite offering. The backend engine of the HFA system generates an aggregate user feedback score for the identified component based on a combination of the user feedback for the identified component and aggregate user feedback scores for child components of the identified component in the hierarchical feedback model. The backend engine outputs a representation of the generated aggregate user feedback score for the component to a user.
摘要翻译：在一个或多个数据处理系统中实现的层次反馈聚合（HFA）系统中提供用于收集和呈现用于组合产品的用户反馈信息的机制。 HFA系统的后端引擎在第一个数据处理系统中实现，为复合产品注册了分层反馈模型。在第二数据处理系统中实现的HFA系统的前端引擎接收用于组合产品的识别组件的用户反馈。 HFA系统的后端引擎基于用于所识别的组件的用户反馈和分级反馈模型中识别的组件的子组件的聚合用户反馈分数的组合，为所识别的组件生成聚合用户反馈分数。后端引擎向用户输出组件的生成的聚合用户反馈分数的表示。

13. 发明授权

US11500929B2 Hierarchical federated learning using access permissions 有权
公开(公告)号：US11500929B2
公开(公告)日：2022-11-15
申请号：US16677339
申请日：2019-11-07
申请人： International Business Machines Corporation
发明人： Olivia Choudhury , Rohit Ranchal , HariGovind Venkatraj Ramasamy , Amarendra Das
IPC分类号： G06F16/00 , G06F16/901 , G06N20/20 , G06N5/04
摘要： A method, apparatus, system, and computer program product for training a global machine learning model. A hierarchical structure for nodes in which the global machine learning model is located at a primary node in the hierarchical structure is identified. Authorized nodes in which local data is authorized for use in training in the authorized nodes for a local training of local machine learning models are determined. The machine learning models in the authorized nodes are trained using the local data in the authorized nodes to generate local model updates to weights in the local machine learning models. The local model updates to the weights are propagated upward in the hierarchical structure to the global machine learning model, wherein a node receiving local model updates to the weights from nodes from a lower level aggregates the weights in the local model updates received from the nodes in the lower level.

14. 发明授权

US11334268B2 Data lineage and data provenance enhancement 有权
公开(公告)号：US11334268B2
公开(公告)日：2022-05-17
申请号：US16740212
申请日：2020-01-10
申请人： International Business Machines Corporation
发明人： Paul R. Bastide , Aris Gkoulalas-Divanis , Rohit Ranchal
IPC分类号： G06F16/20 , G06F3/06 , G06F16/242 , G06F16/21 , G06F16/2457
摘要： One embodiment of the invention provides a method for data lineage and data provenance enhancement. The method comprises arranging a data set into a logical ordering, and partitioning the data set into at least one set of partitions based on the logical ordering. The method further comprises, for each partition of the at least one set of partitions, determining a corresponding score for the partition, and determining a data similarity between the partition and each other partition of each other data set based on the corresponding score for the partition and another score corresponding to the other partition. The method further comprises determining data lineage of the data set based on each data similarity determined.

15. 发明授权

US11087265B2 System, method and recording medium for causality analysis for auto-scaling and auto-configuration 有权
公开(公告)号：US11087265B2
公开(公告)日：2021-08-10
申请号：US15235973
申请日：2016-08-12
申请人： International Business Machines Corporation
发明人： Ajay Mohindra , Rohit Ranchal , Ram Ravishankar , Nianjun Zhou
IPC分类号： G06Q10/06
摘要： Similar to other Cloud Service, Solution as Services over Cloud, as single tenant technology, also requires support of agility and flexibility as a fundamental feature of Cloud computing. Different from other Cloud services, the agility and flexibility typically are not triggered by the typical performance metrics, but at the business level of metrics. A causality analysis method, system, and non-transitory computer readable medium using a causal graph depicting relationships among observable primitive metrics from infrastructure, middleware, and business metrics and latent business metrics of an application, include identifying a metric value resulting from measuring the system and application metrics, determining an impact of the measurement of the metrics on the business metrics associated with the measurable metrics in the causal graph, and determining an action to take with respect to the impact on the business metric based on the pre-defined business policies.

16. 发明申请

US20210216229A1 DATA LINEAGE AND DATA PROVENANCE ENHANCEMENT 有权
公开(公告)号：US20210216229A1
公开(公告)日：2021-07-15
申请号：US16740212
申请日：2020-01-10
申请人： International Business Machines Corporation
发明人： Paul R. Bastide , Aris Gkoulalas-Divanis , Rohit Ranchal
IPC分类号： G06F3/06
摘要： One embodiment of the invention provides a method for data lineage and data provenance enhancement. The method comprises arranging a data set into a logical ordering, and partitioning the data set into at least one set of partitions based on the logical ordering. The method further comprises, for each partition of the at least one set of partitions, determining a corresponding score for the partition, and determining a data similarity between the partition and each other partition of each other data set based on the corresponding score for the partition and another score corresponding to the other partition. The method further comprises determining data lineage of the data set based on each data similarity determined.

17. 发明授权

US10956015B1 User notification based on visual trigger event 有权
公开(公告)号：US10956015B1
公开(公告)日：2021-03-23
申请号：US16567421
申请日：2019-09-11
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Rohit Ranchal , Xu Wang , Paul R. Bastide
IPC分类号： G06F3/048 , G06F3/0484 , H04M1/725 , G06F3/14 , G06F3/0481
摘要： An embodiment of the invention may include a method, computer program product and computer system for visual trigger notification. The method, computer system, and computer program product may include a computing device which may receive a user selection of a display portion of an application on a first display unit and user input defining a visual trigger policy for the selected display portion of the application. The visual trigger policy may define a visual trigger and a user notification in response to detecting the visual trigger. The computing device may capture image data of the selected display portion of the application on the first display unit and analyze the captured image data to detect the visual trigger, The computing device may, in response to detecting the visual trigger, generate the user notification defined by the visual trigger policy.

18. 发明申请

US20210072885A1 USER NOTIFICATION BASED ON VISUAL TRIGGER EVENT 有权
公开(公告)号：US20210072885A1
公开(公告)日：2021-03-11
申请号：US16567421
申请日：2019-09-11
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Rohit Ranchal , Xu Wang , Paul R. Bastide
IPC分类号： G06F3/0484 , H04M1/725 , G06F3/14 , G06F3/0481
摘要： An embodiment of the invention may include a method, computer program product and computer system for visual trigger notification. The method, computer system, and computer program product may include a computing device which may receive a user selection of a display portion of an application on a first display unit and user input defining a visual trigger policy for the selected display portion of the application. The visual trigger policy may define a visual trigger and a user notification in response to detecting the visual trigger. The computing device may capture image data of the selected display portion of the application on the first display unit and analyze the captured image data to detect the visual trigger, The computing device may, in response to detecting the visual trigger, generate the user notification defined by the visual trigger policy.

19. 发明申请

US20200034855A1 Rating Aggregation and Propagation Mechanism for Hierarchical Services and Products 审中-公开
公开(公告)号：US20200034855A1
公开(公告)日：2020-01-30
申请号：US16594194
申请日：2019-10-07
申请人： International Business Machines Corporation
发明人： Shubir Kapoor , Ajay Mohindra , Rohit Ranchal , Nianjun Zhou
IPC分类号： G06Q30/02 , G06Q30/06 , G06Q10/06
摘要： Mechanisms are provided, in a hierarchical feedback aggregation (HFA) system implemented in one or more data processing systems, for collecting and presenting user feedback information for a composite offering. A backend engine of the HFA system, implemented in a first data processing system, registers a hierarchical feedback model for the composite offering. A frontend engine of the HFA system, implemented in a second data processing system, receives user feedback for an identified component of the composite offering. The backend engine of the HFA system generates an aggregate user feedback score for the identified component based on a combination of the user feedback for the identified component and aggregate user feedback scores for child components of the identified component in the hierarchical feedback model. The backend engine outputs a representation of the generated aggregate user feedback score for the component to a user.

20. 发明授权

US09507689B2 Updating of troubleshooting assistants 有权
标题翻译：更新故障排除助理
公开(公告)号：US09507689B2
公开(公告)日：2016-11-29
申请号：US14488977
申请日：2014-09-17
申请人： International Business Machines Corporation
发明人： Gaurab Basu , Praveen Jayachandran , Deepak Kumar Jeswani , Rohit Ranchal , Akshat Verma , Balaji Viswanathan
IPC分类号： G06F11/34 , G06F11/36
CPC分类号： G06F11/3476 , G06F8/65 , G06F9/453 , G06F11/0703 , G06F11/079 , G06F11/3636 , G06F11/368
摘要： Methods and arrangements for providing assistance with troubleshooting for system updates. There is sent, to a first database, a feature log associated with an update event at a first location. The feature log is pooled in the first database with feature logs associated with update events at other locations. A signature is created of at least one update from the first database, and the signature is added to a signature database. The signature database is employed to identify one or more deviations, when the at least one update fails in at least one location. The one or more deviations are ranked with respect to at least one other deviation. Other variants and embodiments are broadly contemplated herein.
摘要翻译：提供协助解决系统更新的方法和安排。向第一个数据库发送与第一个位置的更新事件相关联的功能日志。功能日志汇总在第一个数据库中，其中与其他位置的更新事件相关联的功能日志。从第一数据库创建至少一个更新的签名，并将签名添加到签名数据库。当至少一个更新在至少一个位置中失败时，使用签名数据库来识别一个或多个偏差。一个或多个偏差相对于至少一个其他偏差进行排序。本文中广泛考虑了其他变型和实施例。

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