公开(公告)号：US20220414122A1

公开(公告)日：2022-12-29

申请号：US17360363

申请日：2021-06-28

Applicant: International Business Machines Corporation

Inventor： Qing Li ,  Shan Gu ,  Shuang Men ,  Cheng Fang Wang ,  LI HUA ZHAO ,  Qian Xia Song ,  Zhan Wei Wang

IPC: G06F16/28 ,  G06N20/00

Abstract: A method, system, and computer program product for data reorganization and logs reorganization. The method includes receiving, by one or more processing units, original data. The method also includes classifying, by the one or more processing units, the original data into different types based on a trained type classification model. The method also includes generating, by the one or more processing units, at least one severity for at least part of the original data based on a trained severity classification model, the at least part of the original data corresponding to at least one type. The method also includes outputting, by the one or more processing units, at least one message, the at least one message indicating the severity of the at least part of the original data.

公开(公告)号：US20240152371A1

公开(公告)日：2024-05-09

申请号：US17980650

申请日：2022-11-04

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Jin Chi He ,  Guang Han Sui ,  Gang Pu ,  Zhan Wei Wang ,  Peng Li ,  Gang Wang

IPC: G06F9/455

CPC classification number: G06F9/45558 ,  G06F2009/4557

Abstract: A method including: storing results of a task in a pipeline executed in a container running in a computing environment; generating a check point for the task; and re-executing the pipeline from the check point for the task reusing the results.

公开(公告)号：US11762708B2

公开(公告)日：2023-09-19

申请号：US17304424

申请日：2021-06-21

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Le Yao ,  Geng Hu ,  Dong Ping Song ,  Wei W X Xian ,  Madeline Ma ,  Zhan Wei Wang

IPC: G06F9/46 ,  G06F9/50 ,  G06F9/48

CPC classification number: G06F9/505 ,  G06F9/485

Abstract: Methods, apparatus, computer program products for resource scheduling are provided. The method comprises: receiving a workload request; publishing the information of the workload to a workload billboard accessible to a plurality of computer hosts, each of the plurality of computer hosts being associated with a corresponding proxy configured to manage the resource scheduling of the computer host; receiving a request to schedule at least a portion of the workload from a proxy; and sending the portion of the workload to the computer host associated with the proxy.

公开(公告)号：US20230036851A1

公开(公告)日：2023-02-02

申请号：US17386003

申请日：2021-07-27

Applicant: International Business Machines Corporation

Inventor： Li Cao ,  Ze Ming Zhao ,  Zhan Wei Wang ,  Xiao Tian Xu

IPC: H04N5/232 ,  G06K9/00 ,  G06T7/20 ,  G06N20/00

Abstract: The present invention provides a computer-implemented method, a system, and a computer program product for path planning According to the computer-implemented method, a target discriminator is selected from a set of discriminators with different kernel sizes based on a target image obtained from an image capturing device. In this case, a confidence of the target image is determined using the target discriminator. The confidence indicates whether the target image contains a target object to be captured. Thereby, a movement indication for moving the image capturing device to capture the target object is determined based on the confidence of the target image.

公开(公告)号：US20220405131A1

公开(公告)日：2022-12-22

申请号：US17304424

申请日：2021-06-21

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Le Yao ,  Geng Hu ,  DONG PING SONG ,  Wei WX Xian ,  Madeline Ma ,  Zhan Wei Wang

IPC: G06F9/50 ,  G06F9/48

Abstract: Methods, apparatus, computer program products for resource scheduling are provided. The method comprises: receiving a workload request; publishing the information of the workload to a workload billboard accessible to a plurality of computer hosts, each of the plurality of computer hosts being associated with a corresponding proxy configured to manage the resource scheduling of the computer host; receiving a request to schedule at least a portion of the workload from a proxy; and sending the portion of the workload to the computer host associated with the proxy.

公开(公告)号：US12045260B2

公开(公告)日：2024-07-23

申请号：US17360363

申请日：2021-06-28

Applicant: International Business Machines Corporation

Inventor： Qing Li ,  Shan Gu ,  Shuang Men ,  Cheng Fang Wang ,  Li Hua Zhao ,  Qian Xia Song ,  Zhan Wei Wang

IPC: G06F16/00 ,  G06F16/28 ,  G06N20/00

CPC classification number: G06F16/285 ,  G06N20/00

Abstract: A method, system, and computer program product for data reorganization and logs reorganization. The method includes receiving, by one or more processing units, original data. The method also includes classifying, by the one or more processing units, the original data into different types based on a trained type classification model. The method also includes generating, by the one or more processing units, at least one severity for at least part of the original data based on a trained severity classification model, the at least part of the original data corresponding to at least one type. The method also includes outputting, by the one or more processing units, at least one message, the at least one message indicating the severity of the at least part of the original data.

公开(公告)号：US20240020171A1

公开(公告)日：2024-01-18

申请号：US17811895

申请日：2022-07-12

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Le Yao ,  Geng Hu ,  DONG PING SONG ,  Wei Xian ,  Madeline Ma ,  Zhan Wei Wang

IPC: G06F9/50 ,  G06F9/48

CPC classification number: G06F9/505 ,  G06F9/4881

Abstract: A method, computer system, and a computer program product for workload scheduling is provided. The present invention may include determining a spare resource on each of a plurality of hosts for a plurality of workloads. The present invention may include obtaining an average resource consumption on the plurality of hosts based on a historical resource consumption association with the plurality of workloads. The present invention may include determining a boost action based on the spare resource and the average resource consumption, the boost action comprising a number of tasks among the plurality of tasks assigned to a respective one of the plurality of hosts. The present invention may include dispatching the number of tasks to the respective one of the plurality of hosts based on the boost action.