公开(公告)号：US12056095B2

公开(公告)日：2024-08-06

申请号：US17132582

申请日：2020-12-23

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Jian Ma ,  Guang Cheng Li ,  Jing Min Xu ,  Xiao Xi Liu ,  Yuan Wang ,  Lin Yang

IPC: G06F16/00 ,  G06F16/178 ,  G06F16/182

CPC classification number: G06F16/178 ,  G06F16/1844

Abstract: 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.

公开(公告)号：US11556805B2

公开(公告)日：2023-01-17

申请号：US15900892

申请日：2018-02-21

Applicant: International Business Machines Corporation

Inventor： Yu Gu ,  Dingcheng Lil ,  Pei Ni Liu ,  Xiao Xi Liu ,  Daniel Dean ,  Yaoping Ruan ,  Jing Min Xu

IPC: G06N5/02 ,  G06N20/00 ,  G06F16/25

Abstract: Performing an operation comprising transforming an input dataset to a predefined format, extracting, from the transformed dataset, a plurality of features describing the transformed dataset, and generating, by a machine learning (ML) algorithm executing on a processor and based on an ML model, a plurality of rules for modifying the transformed dataset to conform with a first data model.

公开(公告)号：US11074230B2

公开(公告)日：2021-07-27

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: G06F16/21

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：US11055192B2

公开(公告)日：2021-07-06

申请号：US16144791

申请日：2018-09-27

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Lin Yang ,  Yuan Wang ,  Guang Cheng Li ,  Jing Min Xu ,  Jian Ma ,  Xiao Xi Liu

IPC: G06F11/30 ,  G06F11/00 ,  G06F9/54 ,  G06F16/11 ,  G06F16/17

Abstract: 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.

公开(公告)号：US11029969B2

公开(公告)日：2021-06-08

申请号：US16030949

申请日：2018-07-10

Applicant: International Business Machines Corporation

Inventor： Ajay A. Apte ,  Chang Sheng Li ,  Fan Jing Meng ,  Joseph P. Wigglesworth ,  Jing Min Xu ,  Bo Yang ,  Xue Jun Zhuo

IPC: G06F9/445

Abstract: Determining a characteristic of a configuration file that is used to discover configuration files in a target machine, a computer identifies, using information associated with a configuration item of a machine, a candidate configuration file related to the configuration item of the machine, from among a plurality of files from the machine. The computer extracts a value of a feature of the candidate configuration file and aggregates the candidate configuration file with a second candidate configuration file related to the same configuration item identified from among a plurality of files from a second machine, based on the extracted value. The computer then determines a configuration file related to the configuration item from among the aggregated candidate configuration files based on a result of the aggregation, and determines a characteristic of the configuration file related to the configuration item.

公开(公告)号：US20210117386A1

公开(公告)日：2021-04-22

申请号：US17132582

申请日：2020-12-23

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Jian Ma ,  Guang Cheng Li ,  Jing Min Xu ,  Xiao Xi Liu ,  Yuan Wang ,  Lin Yang

IPC: G06F16/178 ,  G06F16/182

Abstract: 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.

公开(公告)号：US20210117260A1

公开(公告)日：2021-04-22

申请号：US17136974

申请日：2020-12-29

Applicant: International Business Machines Corporation

Inventor： Xiao Zhang ,  Fan Jing Meng ,  Lin Yang ,  Jing Min Xu

IPC: G06F11/07

Abstract: 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.

公开(公告)号：US10983816B2

公开(公告)日：2021-04-20

申请号：US15729845

申请日：2017-10-11

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Peng Fei Chen ,  Tian Cheng Liu ,  Jing Min Xu ,  Bao Hua Yang ,  Lin Y Yang

IPC: G06F9/44 ,  G06F9/455 ,  G06F9/4401 ,  G06F8/36 ,  G06F8/41 ,  G06F9/445

Abstract: A computing device receives template files and parameters associated with the template files, where the template files comprise scripts, and where the associated parameters comprise a user preference associated with an efficiency of the image. The computing device may determine dependencies between layers of the scripts based on a unified image model. The unified image model may generate a logic tree that includes nodes, where each one of the nodes represents each one of the layers of the scripts. The computing device may generate an efficient logic tree based on the logic tree and the user preference of a generated image model. The generated image model may generates the efficient logic tree by changing the dependencies of the nodes in the logic tree based on the user preference. Based on the generated efficient logic tree the computing device may build the image.

公开(公告)号：US20190129829A1

公开(公告)日：2019-05-02

申请号：US15802108

申请日：2017-11-02

Applicant: International Business Machines Corporation

Inventor： Peng Fei Chen ,  Fan Jing Meng ,  Jing Min Xu ,  Lin Yang

IPC: G06F11/36 ,  G06N99/00

Abstract: Techniques for log-based diagnosis for declarative-deployed applications can comprise: based on a labeled deployment declaration, classifying, by a device operatively coupled to a processor, a runtime log associated with an application, resulting in a classified runtime log. Techniques can also comprise: based on the classified runtime log, training, by the device, an aggregation model to represent a defined state of the application.

公开(公告)号：US09667472B2

公开(公告)日：2017-05-30

申请号：US14834472

申请日：2015-08-25

Applicant: International Business Machines Corporation

Inventor： Fan Jing Meng ,  Yuan Wang ,  Jing Min Xu ,  Bo Yang ,  Yang Zhao

IPC: G06F9/455 ,  H04L12/24 ,  H04L29/08

CPC classification number: G06F9/45558 ,  G06F9/4856 ,  G06F2009/4557 ,  H04L41/046 ,  H04L41/0846 ,  H04L67/32

Abstract: Embodiments include methods and devices for migrating virtual assets over networks that have a first manager connected to a physical host a virtual machine run. Aspects include registering the physical host to a second manager in the network, creating the mapping relationship of the physical host between a database of the first manager and a database of the second manager and importing instance data and status data of the virtual machine of the physical host from the database of the first manager into the database of the second manager. Aspects also include switching the management for the physical host from the first manager to the second manager.