公开(公告)号：US11762945B2

公开(公告)日：2023-09-19

申请号：US17117237

申请日：2020-12-10

Applicant: International Business Machines Corporation

Inventor： Jing Yan Ma ,  Chu Yun Tong ,  Li Cao ,  Peng Hui Jiang

IPC: G06F9/44 ,  G06F17/15 ,  G06F16/14 ,  G06F17/16

CPC classification number: G06F17/153 ,  G06F16/148 ,  G06F17/16

Abstract: Synching multiple streams in a complex enterprise product by collecting and analyzing stream dependency data. Collection and analysis of data for large scale and complex enterprise results in a multi-dimensional relationship diagram that highlights the interconnected dependencies of the streams. This allows enterprise software users to more easily determine and select which stream (or streams) will help the user to perform a given task.

公开(公告)号：US20220188379A1

公开(公告)日：2022-06-16

申请号：US17117237

申请日：2020-12-10

Applicant: International Business Machines Corporation

Inventor： Jing Yan Ma ,  Chu Yun Tong ,  Li Cao ,  Peng Hui Jiang

IPC: G06F17/15 ,  G06F17/16 ,  G06F16/14

Abstract: Synching multiple streams in a complex enterprise product by collecting and analyzing stream dependency data. Collection and analysis of data for large scale and complex enterprise results in a multi-dimensional relationship diagram that highlights the interconnected dependencies of the streams. This allows enterprise software users to more easily determine and select which stream (or streams) will help the user to perform a given task.

公开(公告)号：US11120041B2

公开(公告)日：2021-09-14

申请号：US16448164

申请日：2019-06-21

Applicant: International Business Machines Corporation

Inventor： Jing Yan Ma ,  Bo Chen Zhu ,  Peng Fei Tian ,  Yu Ying Wang ,  Cheng Fang Wang ,  Fu Li Bian

IPC: G06F16/27 ,  G06F16/23 ,  G06F16/28

Abstract: In an approach for maintaining data synchronization, a processor scans a set of data fields at each stage of a data analysis process. A processor generates a relationship tree model, wherein the set of data fields each correspond to a node in the relationship tree model. A processor prunes the relationship tree model. Responsive to an update to a data field of the set of data fields, a processor promulgates the update using the relationship tree model to generate an updated set of insight data. A processor outputs the updated set of insight data.

公开(公告)号：US12008487B2

公开(公告)日：2024-06-11

申请号：US17122774

申请日：2020-12-15

Applicant: International Business Machines Corporation

Inventor： Li Cao ,  Ze Ming Zhao ,  Hong Min ,  Jing Yan Ma

IPC: G06F3/048 ,  G06F16/54 ,  G06N5/048 ,  G06F3/01

CPC classification number: G06N5/048 ,  G06F16/54

Abstract: An approach to optimize performance for large scale inference models. Data in the form of images is received from sensors such as cameras. The data is processed to generate data tags associated with the context of the image and portion the images. Model tags are generated based on data characteristics or user input. The tags and their associated data are added to a time-based queue for delivery to the appropriate inference models. Based on the embedded delivery time and frequency, the portioned images are delivered to the appropriate inference models.

公开(公告)号：US20200073699A1

公开(公告)日：2020-03-05

申请号：US16122302

申请日：2018-09-05

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Bo Chen Z Zhu ,  RenFu Ma ,  Jing Yan Ma ,  CHENG FANG WANG ,  Yu Ying Wang ,  Fu Li Bian ,  Peng Fei Tian

IPC: G06F9/46 ,  G06F17/30

Abstract: A computer-implemented method includes receiving, at a datastore having a plurality of records of a transaction-monitoring system, a first record representing a first instance of a transaction. The datastore includes a first layer and a second layer. A first record hash code, based on the first record, is compared to a template hash code set that includes one or more template hash codes, where each template hash code corresponds to a respective transaction in a set of one or more known transactions. The first record is inserted into the first layer of the datastore. The first record is inserted into the second layer of the datastore, based at least in part on the first record hash code not being found in the template hash code set.

公开(公告)号：US11556499B2

公开(公告)日：2023-01-17

申请号：US17154254

申请日：2021-01-21

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Wei Wu ,  Peng Hui Jiang ,  Jin Shi ,  Jun Su ,  Xiong Wei Zhao ,  Jing Yan Ma

IPC: G06F7/00 ,  G06F16/11 ,  G06F16/18

Abstract: A method, system and computer program product for container image migration service is provided. The method comprises identifying a latest version of a first customer container image stored in a container image repository. The method further comprises determining the latest version of the first customer container image is a migration image from a last version of the first customer container image; determining a set of commands in the Docker file of the last version of the first customer container image that have migrated to a corresponding set of commands in the Docker file of the migration image; identifying a latest version of a second customer container image having at least one Docker file command in common with at least one command in the set of commands; and recommending imminent migration of the second customer container image to include migration of the at least one Docker file command.

公开(公告)号：US20220229804A1

公开(公告)日：2022-07-21

申请号：US17154254

申请日：2021-01-21

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Wei Wu ,  Peng Hui Jiang ,  Jin Shi ,  Jun Su ,  XIONG WEI ZHAO ,  Jing Yan Ma

IPC: G06F16/11 ,  G06F16/18

Abstract: A method, system and computer program product for container image migration service is provided. The method comprises identifying a latest version of a first customer container image stored in a container image repository. The method further comprises determining the latest version of the first customer container image is a migration image from a last version of the first customer container image; determining a set of commands in the Docker file of the last version of the first customer container image that have migrated to a corresponding set of commands in the Docker file of the migration image; identifying a latest version of a second customer container image having at least one Docker file command in common with at least one command in the set of commands; and recommending imminent migration of the second customer container image to include migration of the at least one Docker file command.

公开(公告)号：US20220188676A1

公开(公告)日：2022-06-16

申请号：US17122774

申请日：2020-12-15

Applicant: International Business Machines Corporation

Inventor： Li Cao ,  Ze Ming Zhao ,  Hong Min ,  Jing Yan Ma

IPC: G06N5/04 ,  G06F16/54

Abstract: An approach to optimize performance for large scale inference models. Data in the form of images is received from sensors such as cameras. The data is processed to generate data tags associated with the context of the image and portion the images. Model tags are generated based on data characteristics or user input. The tags and their associated data are added to a time-based queue for delivery to the appropriate inference models. Based on the embedded delivery time and frequency, the portioned images are delivered to the appropriate inference models.