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1. 发明授权

US11132623B2 User adapted data presentation for data labeling 有权
公开(公告)号：US11132623B2
公开(公告)日：2021-09-28
申请号：US16160721
申请日：2018-10-15
申请人： International Business Machines Corporation
发明人： Shiqiang Wang , Irene Lizeth Manotas Gutierrez , Bong Jun Ko , Keith William Grueneberg
IPC分类号： G06N20/00 , G06N5/02 , G06F16/23
摘要： A user input is analyzed during labeling of a first portion of data to determine a behavior of a user. A labeling accuracy rate of the user is forecasted. A characteristic of a second portion of data to be presented to the user at a second time is determined. The second portion of data is presented to the user. A second label corresponding to the second portion of data is received. A second user input is analyzed to determine a second behavior of the user. The accuracy prediction model is refined. A second labeling accuracy rate of the user is forecasted. The recommendation model is refined.

2. 发明授权

US11121909B2 Detecting and diagnosing call quality degradation issues using data session record data 有权
公开(公告)号：US11121909B2
公开(公告)日：2021-09-14
申请号：US16381227
申请日：2019-04-11
申请人： International Business Machines Corporation
发明人： Parul Gupta , Shivkumar Kalyanaraman , Bong Jun Ko , Vinay Kumar Kolar , Ravi Kothari , Kang-Won Lee , Ramya Raghavendra , Dinesh C. Verma , Petros Zerfos
IPC分类号： H04L12/24 , H04M3/22 , H04L29/06 , H04L29/14
摘要： A computer-implemented method includes: receiving, using a processor, multiple data session records (DSRs); storing the multiple DSRs in a memory communicatively coupled to the processor; analyzing, using the processor, the stored multiple DSRs for temporal and spatial data; and determining, using the processor, quality degradation by using the temporal and spatial data for the stored multiple DSRs.

3. 发明申请

US20210271998A1 SYSTEM, METHOD, AND RECORDING MEDIUM FOR DISTRIBUTED PROBABILISTIC EIDETIC QUERYING, ROLLBACK, AND REPLAY 有权
公开(公告)号：US20210271998A1
公开(公告)日：2021-09-02
申请号：US17319210
申请日：2021-05-13
申请人： International Business Machines Corporation
发明人： Bong Jun Ko , Christian Makaya , Jorge J. Ortiz , Swati Rallapalli , Dinesh C. Verma , Xiping Wang
IPC分类号： G06N7/00 , G06F16/28 , G06F16/951 , G06N5/00 , G06N20/00
摘要： A provenance method, system, and non-transitory computer readable medium for a plurality of eidetic systems having logs, include crawling the logs of each node of a plurality of nodes of the eidetic systems to cluster segments across the logs of temporally correlated events into clustered segments and analyzing the correlated segments to interleave an order of processes in the logs and assign a probability to the order of the processes occurring.

4. 发明授权

US10084696B2 Aliasing of named data objects and named graphs for named data networks 有权
公开(公告)号：US10084696B2
公开(公告)日：2018-09-25
申请号：US15213838
申请日：2016-07-19
申请人： International Business Machines Corporation
发明人： Raheleh B. Dilmaghani , Bong Jun Ko , Kang-Won Lee , Vasileios Pappas , Ramya Raghavendra , Yang Song
IPC分类号： H04L12/741 , H04L12/751 , H04L12/24 , H04L29/12 , H04L12/775 , H04L29/08 , H04L12/747
CPC分类号： H04L45/54 , H04L41/0233 , H04L45/08 , H04L45/58 , H04L45/742 , H04L61/1558 , H04L61/30 , H04L61/6009 , H04L67/2842
摘要： Systems, methods and computer program products for aliasing of named data objects (in named data networks) and entities for named data networks (e.g., named graphs for named data networks). In various examples, aliasing of named data objects may be implemented in one or more named data networks in the form of systems, methods and/or algorithms. In other examples, named graphs may be implemented in one or more named data networks in the form of systems, methods and/or algorithms.

5. 发明授权

US09800542B2 Identifying network flows under network address translation 有权
公开(公告)号：US09800542B2
公开(公告)日：2017-10-24
申请号：US13829177
申请日：2013-03-14
申请人： International Business Machines Corporation
发明人： Dakshi Agrawal , Bong Jun Ko , Thai Franck Le , Robert B. Nicholson , Vasileios Pappas , Dinesh C. Verma
IPC分类号： G06F15/173 , H04L29/12
CPC分类号： H04L61/2514
摘要： The present disclosure relates generally to the field of identifying network flows (e.g., IP flows) under network address translation. In various examples, identifying network flows (e.g., IP flows) under network address translation may be implemented in the form of systems and/or algorithms.

6. 发明申请

US20170270589A1 Techniques for Shopping Recommendations Based on Social Ties 审中-公开
公开(公告)号：US20170270589A1
公开(公告)日：2017-09-21
申请号：US15074673
申请日：2016-03-18
申请人： International Business Machines Corporation
发明人： Keith W. Grueneberg , Bong Jun Ko , Christian Makaya , Jorge J. Ortiz , Swati RaIlapaIli , Theodoros Salonidis , Rahul Urgaonkar , Dinesh C. Verma , Xiping Wang
IPC分类号： G06Q30/06 , G06Q20/32 , G06Q30/02 , G06Q50/00
CPC分类号： G06Q30/0631 , G06Q20/322 , G06Q20/3224 , G06Q30/0217 , G06Q50/01
摘要： Techniques for making shopping recommendations based on a user's social ties to friends and family are provided. In one aspect, a method for making shopping recommendations is provided. The method includes the steps of: collecting shopping data from users, wherein the users comprise a first user and one or more second users with social ties to the first user; and making recommendations to the first user based on the shopping data while the first user is shopping at a store, wherein the recommendations include preferences of the second users with social ties to the first user. A system for making shopping recommendations is also provided.

7. 发明申请

US20160077869A1 EXTENDING CLOUD COMPUTING TO ON-PREMISES DATA 有权
标题翻译：扩展云计算到本地数据
公开(公告)号：US20160077869A1
公开(公告)日：2016-03-17
申请号：US14483603
申请日：2014-09-11
申请人： International Business Machines Corporation
发明人： Keith William Grueneberg , Bong Jun Ko , Jorge J. Ortiz , Theodoros Salonidis , Rahul Urgaonkar , Dinesh C. Verma , Xiping Wang
IPC分类号： G06F9/48 , H04L29/08 , G06F9/455
CPC分类号： H04L67/10 , G06F8/60 , G06F9/45558
摘要： A method and system are provided. The method includes defining an application manifest that describes a computing solution for transfer from a cloud site to an on-premises computing appliance at a given premises. The computing solution is executable for a dataset resident at the given premises. The method further includes defining a characterization of a local premises environment in which the computing solution will be executed. The method also includes modifying the application manifest using the characterization of the local premises environment by at least one of adding, removing and modifying at least one component of the application manifest to provide a modified application manifest. The method additionally includes installing the computing solution in a computing appliance at the local premises environment according to the modified application manifest. The computing appliance is for executing the computing solution.
摘要翻译：提供了一种方法和系统。该方法包括定义应用程序清单，该应用程序清单描述了用于在给定场所从云站点转移到本地计算设备的计算解决方案。计算解决方案对于驻留在给定场所的数据集是可执行的。该方法还包括定义将在其中执行计算解决方案的本地房屋环境的表征。该方法还包括使用本地驻地环境的表征通过添加，删除和修改应用程序清单的至少一个组件以提供修改的应用程序清单中的至少一个来修改应用程序清单。该方法还包括根据修改的应用清单在计算设备中在本地房屋环境中安装计算解决方案。计算设备用于执行计算解决方案。

8. 发明授权

US09049252B2 Efficient name management for named data networking in datacenter networks 有权
标题翻译：数据中心网络中命名数据网络的高效名称管理
公开(公告)号：US09049252B2
公开(公告)日：2015-06-02
申请号：US13716770
申请日：2012-12-17
申请人： International Business Machines Corporation
发明人： Raheleh B. Dilmaghani , Bong Jun Ko , Kang-Won Lee , Vasileios Pappas , Ramya Raghavendra , Dinesh C. Verma
IPC分类号： G06F15/173 , H04L29/08
CPC分类号： H04L67/327 , H04L45/748 , H04L61/301
摘要： The present disclosure relates generally to the field of efficient name management for named data networking in datacenter networks. In various examples, efficient name management for named data networking in datacenter networks may be implemented in the form of systems, methods and/or algorithms.
摘要翻译：本公开一般涉及数据中心网络中命名数据网络的有效名称管理领域。在各种示例中，数据中心网络中的命名数据网络的有效名称管理可以以系统，方法和/或算法的形式来实现。

9. 发明申请

US20140280825A1 IDENTIFYING NETWORK FLOWS UNDER NETWORK ADDRESS TRANSLATION 有权
标题翻译：在网络地址翻译下识别网络流量
公开(公告)号：US20140280825A1
公开(公告)日：2014-09-18
申请号：US13829177
申请日：2013-03-14
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Dakshi Agrawal , Bong Jun Ko , Thai Franck Le , Robert B. Nicholson , Vasileios Pappas , Dinesh C. Verma
IPC分类号： H04L29/12
CPC分类号： H04L61/2514
摘要： The present disclosure relates generally to the field of identifying network flows (e.g., IP flows) under network address translation. In various examples, identifying network flows (e.g., IP flows) under network address translation may be implemented in the form of systems and/or algorithms.
摘要翻译：本公开一般涉及在网络地址转换下识别网络流（例如，IP流）的领域。在各种示例中，可以以系统和/或算法的形式实现在网络地址转换下识别网络流（例如，IP流）。

10. 发明授权

US11461593B2 Federated learning of clients 有权
公开(公告)号：US11461593B2
公开(公告)日：2022-10-04
申请号：US16695268
申请日：2019-11-26
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Tiffany Tuor , Shiqiang Wang , Changchang Liu , Bong Jun Ko , Wei-Han Lee
IPC分类号： G06K9/62 , G06Q10/10 , G06N3/04 , G06N3/08
摘要： A method, a computer program product, and a computer system determine when to perform a federated learning process. The method includes identifying currently available contributors among contributors of a federated learning task for which the federated learning process is to be performed. The method includes determining a usefulness metric of the currently available contributors for respective datasets from each of the currently available contributors used in performing the federated learning process. The method includes, as a result of the usefulness metric of the currently available contributors being at least a usefulness threshold, generating a recommendation to perform the federated learning process with the datasets of the currently available contributors. The method includes transmitting the recommendation to a processing component configured to perform the federated learning process.

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