公开(公告)号：US08970599B2

公开(公告)日：2015-03-03

申请号：US13721616

申请日：2012-12-20

Applicant: International Business Machines Corporation

Inventor： Bin Hu ,  Ke Qiang Chen ,  Guang Yu Liu ,  Xing Tian

IPC: G06T11/20

CPC classification number: G06T11/206

Abstract: Data values are exhibited based on sector-ring angles. The data values to be exhibited are first received by a processing device. The sector-ring angles are then determined for the data values to be exhibited. Using the sector-ring angles for the data values to be exhibited, the data values are exhibited in a sector-ring manner.

Abstract translation: 基于扇形环角度显示数据值。 要呈现的数据值首先由处理装置接收。 然后确定要显示的数据值的扇区环角度。 使用扇形环角度来显示数据值，数据值以扇形环形式显示。

公开(公告)号：US20250156744A1

公开(公告)日：2025-05-15

申请号：US18388596

申请日：2023-11-10

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Ying Mo ,  Wu Di ,  Xing Tian ,  Ju Ling Liu ,  QING ZHI YU ,  Nan Chen ,  Gui Ying Jin ,  HUI GUANG LIU

IPC: G06N20/00 ,  G06F17/14

Abstract: Embodiments monitor a target system to collect at least one data metric; pre-process the at least one data metric as a seed based on a predetermined policy; encode the pre-processed seed using a transform; post-process the encoded seed in a frequency domain; generate synthetic metrics data by applying an inverse transform to the post-processed seed; and train an artificial intelligence (AI) model using the generated synthetic metrics data.

公开(公告)号：US20250068535A1

公开(公告)日：2025-02-27

申请号：US18237828

申请日：2023-08-24

Applicant: International Business Machines Corporation

Inventor： Ying Mo ,  Wu Di ,  Xing Tian ,  Qing Zhi Yu ,  Nan Chen ,  Ju Ling Liu

IPC: G06F11/30 ,  G06F11/34

Abstract: In several aspects for generation of high quality synthetic observability data for computing systems, traces and logs from a system are collected as a seed dataset. Multiple conditional variational autoencoder (VAE) models are trained using the seed dataset for learning association between the traces and the logs. Synthetic traces and logs are generated using the multiple CVAE models while retaining the association between the traces and the logs for the synthetic traces and logs.

公开(公告)号：US20240241885A1

公开(公告)日：2024-07-18

申请号：US18155242

申请日：2023-01-17

Applicant: International Business Machines Corporation

Inventor： Fan Jing Meng ,  Guang Han Sui ,  Peng Hui Jiang ,  Xing Tian ,  Li Jian Wang ,  Cheng Fang Wang ,  Hua Ye ,  Ming Liang Zu ,  Jun Su

IPC: G06F16/2458 ,  G06F16/2455

CPC classification number: G06F16/2477 ,  G06F16/24564

Abstract: Disclosed embodiments provide techniques for dynamic data collection. The dynamic data collection includes determining a data generation temporal pattern. Based on the data generation temporal pattern, a data collection strategy is created. The data collection strategy can be based on one or more data collection goals. The data collection strategy can contain specific details on how data is to be collected. A data infrastructure evaluation is performed, which provides pricing models for resources such as electricity and/or network bandwidth. A data collection policy is created based on the data collection strategy and the data infrastructure evaluation. The data collection policy can contain specific details on when data is to be collected and what strategy to use for the collection. A data transfer schedule is created based on the data collection policy. The data transfer schedule determines when to collect data from one or more data source devices.

公开(公告)号：US20130194273A1

公开(公告)日：2013-08-01

申请号：US13721616

申请日：2012-12-20

Applicant: International Business Machines Corporation

Inventor： Bin Hu ,  Ke Qiang Chen ,  Guang Yu Liu ,  Xing Tian

IPC: G06T11/20

CPC classification number: G06T11/206

Abstract: Data values are exhibited based on sector-ring angles. The data values to be exhibited are first received by a processing device. The sector-ring angles are then determined for the data values to be exhibited. Using the sector-ring angles for the data values to be exhibited, the data values are exhibited in a sector-ring manner.

Abstract translation: 基于扇形环角度显示数据值。 要呈现的数据值首先由处理装置接收。 然后确定要显示的数据值的扇区环角度。 使用扇形环角度来显示数据值，数据值以扇形环形式显示。