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1. 发明授权

US11270226B2 Hybrid learning-based ticket classification and response 有权
公开(公告)号：US11270226B2
公开(公告)日：2022-03-08
申请号：US16148393
申请日：2018-10-01
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Fan Jing Meng , Lin Yang , Xiao Zhang , Shi Lei Zhang , Jing Min Xu , Naga A. Ayachitula , Zhuo Su
IPC分类号： G06N20/00 , G06F16/28
摘要： Systems and methods for ticket classification and response include labeling tickets with a ticket classifier that assigns a ticket label and an associated confidence score to each ticket. Tickets are clustered according to semantic similarity to form ticket clusters. A template associated with each ticket cluster is determined. Templates and the respective ticket clusters are clustered according to semantic similarity to form one or more ticket super-clusters. Tickets that have below-threshold confidence scores are labeled according to the one or more ticket super-clusters. The tickets are automatically responded to.

2. 发明授权

US11212162B2 Bayesian-based event grouping 有权
公开(公告)号：US11212162B2
公开(公告)日：2021-12-28
申请号：US16515333
申请日：2019-07-18
申请人： International Business Machines Corporation
发明人： Dian Qi , Fan Jing Meng , Jing Min Xu , Lin Yang
IPC分类号： H04L12/24
摘要： Techniques for Bayesian-based event grouping are provided. One technique includes determining a group of alarm events from received alarm events; in response to the group of alarm events matching a group of historical alarm events, determining a first correlation, wherein the group of historical alarm events comprises correlated events associated with a same entity; and determining a root cause of the group of alarm events based on the first correlation.

3. 发明授权

US11113075B2 Launching a middleware-based application 有权
公开(公告)号：US11113075B2
公开(公告)日：2021-09-07
申请号：US16190689
申请日：2018-11-14
申请人： International Business Machines Corporation
发明人： Guang Cheng Li , Yuan Wang , Xiao Xi Liu , Jian Ma , Jing Min Xu , Lin Yang
IPC分类号： G06F9/445
摘要： Embodiments of the present invention relate to a computer-implemented method, system and computer program product facilitating launching a middleware-based application. In some embodiments, a computer-implemented method includes: preparing, by a device operatively coupled to one or more processing units, an execution environment for middleware to be included in a container hosted on a machine; detecting, by the device, a request to schedule an application to be executed in the machine using the middleware; and in response to the request being detected, launching, by the device, the application within the container based on the prepared execution environment.

4. 发明授权

US10740360B2 Transaction discovery in a log sequence 有权
公开(公告)号：US10740360B2
公开(公告)日：2020-08-11
申请号：US15357649
申请日：2016-11-21
申请人： International Business Machines Corporation
发明人： Pengfei Chen , Fan Jing Meng , Jing Min Xu , Lin Yang , Xiao Zhang
IPC分类号： G06F17/30 , G06F16/28 , G06F9/46 , G06F16/2455 , H04L29/08
摘要： Techniques that facilitate identification and/or analysis of sequences associated with computing devices are provided. In one example, a system includes a transaction component, a clustering component and a model component. The transaction component identifies at least one sequence in a stream of sequences generated by a computing device in communication with the system. The clustering component assigns the at least one sequence to a transaction sequence group. The model component generates a transaction model based on the transaction sequence group.

5. 发明申请

US20140092887A1 TRANSMITTING AND RECEIVING DATA BASED ON MULTIPATH 有权
标题翻译：基于多路径传输和接收数据
公开(公告)号：US20140092887A1
公开(公告)日：2014-04-03
申请号：US14039730
申请日：2013-09-27
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Chang Jie Guo , Hongbin Lin , Qian Ma , Qing Wang , Su Su Xie , Lin Yang , Ji Zheng Zhang
IPC分类号： H04W40/12
CPC分类号： H04L45/24 , H04L45/121 , H04L47/29 , H04L47/50 , H04L69/324 , H04W40/08 , H04W40/12 , H04W40/14 , H04W84/12 , Y02D30/20 , Y02D70/146 , Y02D70/324 , Y02D70/34
摘要： Methods, apparatuses and systems for transmitting and receiving data based on multipath for transmitting data based on multipath include: establishing WiMAX connection-based multiple paths between a first device and a second device; transmitting data frames in a data queue in the multiple paths; obtaining the quality condition of the multiple paths; and based on the quality condition, adjusting the transmission of the data frames in the data queue in the multiple paths. According to one aspect, there is provided a method for receiving data based on multipath, which includes: establishing WiMAX connection-based multiple paths between a first device and a second device; receiving a plurality of data frames in the multiple paths; processing the received plurality of data frames based on quality condition of the multiple paths. There are further provided corresponding apparatuses and systems.
摘要翻译：用于基于多路径发送和接收用于发送数据的数据的方法，装置和系统包括：在第一设备和第二设备之间建立基于WiMAX连接的多条路径; 在多路径中的数据队列中发送数据帧; 获得多路径的质量状况; 并基于质量条件，调整多路径中数据队列中数据帧的传输。根据一个方面，提供了一种用于接收基于多路径的数据的方法，其包括：在第一设备和第二设备之间建立基于WiMAX连接的多路径; 在所述多个路径中接收多个数据帧; 基于多个路径的质量状况处理接收到的多个数据帧。还提供了相应的装置和系统。

6. 发明申请

US20140068048A1 MANAGING REMOTE DEVICES 有权
标题翻译：管理远程设备
公开(公告)号：US20140068048A1
公开(公告)日：2014-03-06
申请号：US14014459
申请日：2013-08-30
申请人： International Business Machines Corporation
发明人： Andreas Kind , Peini Liu , Tian Cheng Liu , Ke Wei Sun , Lin Yang , Tao Yu , Zhang Yu , Yue Zhang , Xiao Zhong
IPC分类号： H04L12/24
CPC分类号： H04L41/32 , H04L41/0879 , H04L43/0817
摘要： A method and apparatus for managing remote devices. In one embodiment of the present invention, there is provided a method of managing a remote device, comprising: obtaining a first identifier based on a name sequence in state information of the remote device, the first identifier being for indicating a template that provides the state information; obtaining a second identifier based on a numerical value sequence in the state information; sending a state access notification that comprises at least the first identifier and the second identifier; and providing the state information based on the first identifier and the second identifier in response to having received a result of activating the state access notification. In one embodiment of the present invention, there is provided an apparatus for managing a remote device.
摘要翻译：一种用于管理远程设备的方法和装置。在本发明的一个实施例中，提供了一种管理远程设备的方法，包括：基于所述远程设备的状态信息中的名称序列获得第一标识符，所述第一标识符用于指示提供所述状态的模板信息; 基于状态信息中的数值序列获得第二标识符; 发送包括至少第一标识符和第二标识符的状态访问通知; 以及响应于已经接收到激活状态访问通知的结果，基于第一标识符和第二标识符提供状态信息。在本发明的一个实施例中，提供了一种用于管理远程设备的设备。

7. 发明申请

US20220179763A1 LOG-BASED STATUS MODELING AND PROBLEM DIAGNOSIS FOR DISTRIBUTED APPLICATIONS 有权
公开(公告)号：US20220179763A1
公开(公告)日：2022-06-09
申请号：US17110513
申请日：2020-12-03
申请人： International Business Machines Corporation
发明人： Yuk L. Chan , Lin Yang , Tian Wu , Jia Qi Li , Lei Yu , Hong Min , Fan Jing Meng
IPC分类号： G06F11/30 , G06F11/32 , G06K9/62
摘要： Techniques include collecting current logs from distributed sources, selecting a group of the current logs that are from a related source of the distributed sources, and generating a feature vector using the group of the current logs. A current status model is created for the feature vector using the group of the current logs. One or more anomalies are determined in the group of the current logs based on a difference between the current status model and a reference status model, the reference status model being based on history logs.

8. 发明授权

US11055192B2 Logging implementation in micro-service applications 有权
公开(公告)号：US11055192B2
公开(公告)日：2021-07-06
申请号：US16144791
申请日：2018-09-27
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Lin Yang , Yuan Wang , Guang Cheng Li , Jing Min Xu , Jian Ma , Xiao Xi Liu
IPC分类号： G06F11/30 , G06F11/00 , G06F9/54 , G06F16/11 , G06F16/17
摘要： A log augmentation system is provided for augmenting log management in a distributed micro-services environment. The log augmentation system includes a trigger device for triggering an augmentation process responsive to micro-service related events and a context of the micro-service related events. The log augmentation system further includes an augmentation rules database with rule management components for determining an augment direction, an augmentation target, and an augmentation correlation relating to the distributed micro-services. The log augmentation system also includes a coordinator for coordinating the augmentation process in the distributed micro-service using a rule-based decision approach. The log augmentation system additionally includes a labeler for applying a set of labels to augment log entries responsive to instructions from the coordinator derived from results of the rule-based decision approach used by the coordinator.

9. 发明申请

US20210117386A1 HOST-LEVEL PERSISTENT VOLUME MANAGEMENT FOR CONTAINER CLOUDS 有权
公开(公告)号：US20210117386A1
公开(公告)日：2021-04-22
申请号：US17132582
申请日：2020-12-23
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Jian Ma , Guang Cheng Li , Jing Min Xu , Xiao Xi Liu , Yuan Wang , Lin Yang
IPC分类号： G06F16/178 , G06F16/182
摘要： Methods and systems for managing persistent volumes include mounting a distributed filesystem, located outside the processing node, to a local mount point on the processing node. Access to the local mount point is given to a container on the processing node.

10. 发明申请

US20210117260A1 PERFORMANCE ANOMALY DETECTION 有权
公开(公告)号：US20210117260A1
公开(公告)日：2021-04-22
申请号：US17136974
申请日：2020-12-29
申请人： International Business Machines Corporation
发明人： Xiao Zhang , Fan Jing Meng , Lin Yang , Jing Min Xu
IPC分类号： G06F11/07
摘要： Embodiments facilitating performance anomaly detection are described. A computer-implemented method comprises: detecting, by a device operatively coupled to one or more processing units, based on monitoring data of a plurality of performance metrics of a monitored device, at least one trend within the monitoring data of the respective performance metrics; removing, by the device, the at least one trend from the monitoring data of the respective performance metrics to generate modified data of the respective performance metrics; and detecting, by the device, a performance anomaly based on the modified data of the respective performance metrics and a behavior clustering model comprising at least one steady state.

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