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

IPC: G06F9/50 ,  G06N5/02

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.

公开(公告)号：US11288291B2

公开(公告)日：2022-03-29

申请号：US16819144

申请日：2020-03-15

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Jia Qi Li ,  Fan Jing Meng ,  Jing Min Xu ,  Pei Ni Liu ,  Zi Xiao Zhu

IPC: G06F16/28 ,  G06N5/02 ,  G06F16/182 ,  G06F16/17

Abstract: A method and system for relation discovery from operation data includes classifying categories of extracted entities from operation data into three or more classes identified in a knowledge base. A log affiliation of the extracted entities is determined, and relations of the extracted entities are identified according to a log affiliation. The identified relations information of the extracted entities is associated with operation objects of the operation data.

公开(公告)号：US11201796B2

公开(公告)日：2021-12-14

申请号：US16744603

申请日：2020-01-16

Applicant: International Business Machines Corporation

Inventor： Jie Cui ,  Richard D. Thompson ,  Yuan Wang ,  Jing Min Xu

IPC: G06F3/048 ,  H04L12/24 ,  G06F9/455

Abstract: A method and system for enabling transfer of widgets across containers at runtime. According to embodiments of the present invention, a user is allowed to transfer a widget across containers at runtime, for example, moving a widget that has been deployed and operated in one widget container to another, even though the destination widget container originally does not support the widget. Specifically, the widget being transferred can keep consistency in terms of data and state before and after the transfer. Furthermore, the user can implement the cross-container transfer of widgets at runtime by, for example, convenient interaction means like a drag-and-drop operation. In this way, the user can operate and interact with Web applications in a more convenient and flexible way.

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.

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.

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

IPC: G06Q10/06 ,  G06N99/00 ,  H04L29/06 ,  G06N5/02 ,  G06F17/27

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.

公开(公告)号：US20200073988A1

公开(公告)日：2020-03-05

申请号：US16120949

申请日：2018-09-04

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Pei Ni Liu ,  Jian Min Jiang ,  Jing Min Xu ,  Yaoping Ruan ,  Hui Lei ,  Michael Smith ,  Bradley W. Crawford

IPC: G06F17/30

Abstract: A method is provided for data matching between a set of source data structures and a set of target data structures. The method includes obtaining, using a processor device configured to perform machine learning, source to target matching results with matching scores, based on the sets of source and target data structures. The method further includes calculating, by the processor device, context information for data structure pairs based on a structure similarity and an ontology similarity between constituent data structures thereof. Each of data structure pairs include as the constituent data structures a respective source data structure and a respective target data structure from the sets of source and target data structures. The method also includes updating, by the processor device, the matching scores based on the context information. The method additionally includes controlling, by the processor device, a hardware device responsive to at least one updated matching score.

公开(公告)号：US20180324055A1

公开(公告)日：2018-11-08

申请号：US16033444

申请日：2018-07-12

Applicant: International Business Machines Corporation

Inventor： Jie Cui ,  Richard D. Thompson ,  Yuan Wang ,  Jing Min Xu

IPC: H04L12/24 ,  G06F9/455

CPC classification number: H04L41/22 ,  G06F9/45529

Abstract: A method and system for enabling transfer of widgets across containers at runtime. According to embodiments of the present invention, a user is allowed to transfer a widget across containers at runtime, for example, moving a widget that has been deployed and operated in one widget container to another, even though the destination widget container originally does not support the widget. Specifically, the widget being transferred can keep consistency in terms of data and state before and after the transfer. Furthermore, the user can implement the cross-container transfer of widgets at runtime by, for example, convenient interaction means like a drag-and-drop operation. In this way, the user can operate and interact with Web applications in a more convenient and flexible way.

公开(公告)号：US10078666B2

公开(公告)日：2018-09-18

申请号：US14933382

申请日：2015-11-05

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Chang Sheng Li ,  Fan Jing Meng ,  Edith Helen Stern ,  Han Wang ,  Jing Min Xu ,  Lin Yang ,  Xuejun Zhuo

IPC: G06F17/30 ,  H04L12/24

CPC classification number: G06F16/2455 ,  G06F17/3053 ,  G06F17/30554 ,  H04L41/0806

Abstract: Embodiments include method, computer program products and apparatuses for normalizing non-numeric features of files and corresponding apparatus. Aspects include segmenting at least one pair of positive instances of a non-numeric feature of a file into a number of tokens and comparing the tokens in the at least one pair of positive instances to obtain matching tokens. Aspects also include calculating weights of their matching the file, for the matching tokens, and storing the tokens and their weights in a token base.

公开(公告)号：US10051307B2

公开(公告)日：2018-08-14

申请号：US14551239

申请日：2014-11-24

Applicant: International Business Machines Corporation

Inventor： Feng Cao ,  Changrui Ren ,  Wei Sun ,  Chun hua Tian ,  Jing Min Xu ,  Jizheng Zhang

IPC: H04N21/4147 ,  H04N21/431 ,  H04N21/442 ,  H04N21/462 ,  H04N21/482 ,  H04N21/81

Abstract: According to the technical solution of an embodiment of the present invention, since content information is transmitted synchronously with the program scene, within the broadcast stream of data, media data, for example, advertisements, which may be of interest to the user, can be analyzed by selecting scenes at a granular level from the broadcast information. In one regard, the selected scene is being played currently, enhancing the relevance of the real-time analysis. In another regard, selecting a reduced granularity avoids statistical information overshadowing individual information. In this way, the accuracy of selecting media data with respect to a current user is improved.