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公开(公告)号:US11270226B2
公开(公告)日:2022-03-08
申请号:US16148393
申请日:2018-10-01
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor: Fan Jing Meng , Lin Yang , Xiao Zhang , Shi Lei Zhang , Jing Min Xu , Naga A. Ayachitula , Zhuo Su
Abstract: 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.
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公开(公告)号:US11212162B2
公开(公告)日:2021-12-28
申请号:US16515333
申请日:2019-07-18
Applicant: International Business Machines Corporation
Inventor: Dian Qi , Fan Jing Meng , Jing Min Xu , Lin Yang
IPC: H04L12/24
Abstract: 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.
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公开(公告)号:US11113075B2
公开(公告)日:2021-09-07
申请号:US16190689
申请日:2018-11-14
Applicant: International Business Machines Corporation
Inventor: Guang Cheng Li , Yuan Wang , Xiao Xi Liu , Jian Ma , Jing Min Xu , Lin Yang
IPC: G06F9/445
Abstract: 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.
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公开(公告)号:US10740360B2
公开(公告)日:2020-08-11
申请号:US15357649
申请日:2016-11-21
Applicant: International Business Machines Corporation
Inventor: Pengfei Chen , Fan Jing Meng , Jing Min Xu , Lin Yang , Xiao Zhang
IPC: G06F17/30 , G06F16/28 , G06F9/46 , G06F16/2455 , H04L29/08
Abstract: 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.
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公开(公告)号:US20140092887A1
公开(公告)日:2014-04-03
申请号:US14039730
申请日:2013-09-27
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor: Chang Jie Guo , Hongbin Lin , Qian Ma , Qing Wang , Su Su Xie , Lin Yang , Ji Zheng Zhang
IPC: H04W40/12
CPC classification number: 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
Abstract: 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.
Abstract translation: 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。
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公开(公告)号:US20140068048A1
公开(公告)日:2014-03-06
申请号:US14014459
申请日:2013-08-30
Applicant: International Business Machines Corporation
Inventor: Andreas Kind , Peini Liu , Tian Cheng Liu , Ke Wei Sun , Lin Yang , Tao Yu , Zhang Yu , Yue Zhang , Xiao Zhong
IPC: H04L12/24
CPC classification number: H04L41/32 , H04L41/0879 , H04L43/0817
Abstract: 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.
Abstract translation: 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。
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公开(公告)号:US11567809B2
公开(公告)日:2023-01-31
申请号:US16176621
申请日:2018-10-31
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor: Yuan Wang , Guang Cheng Li , Jing Min Xu , Xiao Xi Liu , Jian Ma , Lin Yang
Abstract: Methods and systems for deploying images to computing systems include predicting an environment for a plurality of processing nodes. Image deployment to the plurality of processing nodes is simulated to determine a subset of the plurality of processing nodes for deployment. One or more images is pre-loaded to the subset of the plurality of processing nodes in advance of a deployment time.
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公开(公告)号:US10970182B2
公开(公告)日:2021-04-06
申请号:US15059594
申请日:2016-03-03
Applicant: International Business Machines Corporation
Inventor: Girish B. Chafle , Peng Fei Chen , Fan Jing Meng , Hai Shan Wu , Jing Min Xu , Lin Yang
IPC: G06N20/00 , G06F11/263 , G06F11/34 , G06N20/10 , G06F11/30
Abstract: Embodiments are directed to a computer implemented method for generating a drift detector. The method includes generating, using a processor system, drift cases based at least in part on known drift set data of a computer system. The method further includes injecting, using the processor system, the drift cases into the computer system to generate a first data set. The method further includes applying, using the processor system, cleaning rules to the first data set to reduce a size of the first data set and generate a cleaned data set. The method further includes extracting one or more features of the cleaned data set. The method further includes normalizing the extracted one or more features of the cleaned data set. The method further includes training a machine learning system using the extracted and normalized one or more features of the cleaned data, wherein an output of the machine learning system comprises the drift detector.
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公开(公告)号:US20200150940A1
公开(公告)日:2020-05-14
申请号:US16185376
申请日:2018-11-09
Applicant: International Business Machines Corporation
Inventor: Guang Cheng Li , Yuan Wang , Xiao Xi Liu , Jian Ma , Lin Yang , Jing Min Xu
IPC: G06F8/41
Abstract: A computer-implemented method, computer system, and computer program product that facilitates optimization of container image are disclosed. A computer-implemented method includes: analyzing, by the one or more processing units, a source container image to obtain a content of the source container image; building, by the one or more processing units, an initial target container image using a set of base image layers based on the content of the source container image; determining, by the one or more processing units, a content difference between the initial target container image and the source container image; and building, by the one or more processing units, a final target container image based on the initial target container image and the content difference.
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公开(公告)号:US20200097883A1
公开(公告)日:2020-03-26
申请号:US16142788
申请日:2018-09-26
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor: Fan Jing Meng , Xiao Zhang , Peng Fei Chen , Lin Yang , Jing Min Xu , Shi Lei Zhang , Naga A. Ayachitula , Zhuo Su , Rohit Khandekar
Abstract: Methods and systems for ticket classification and response include clustering tickets according to semantic similarity to form ticket clusters. A template associated with each ticket cluster is determined that includes an invariant portion and a variable portion. A new ticket sub-class, based on the variable portion of the template, is determined that represents a specific sub-type of an existing class. A ticket taxonomy is updated to include the new ticket sub-class. The tickets are labeled according to the updated ticket taxonomy. The tickets are automatically responded to.
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