Meichi M Lin

US Patent:

20230078661, Mar 16, 2023

Filed:

Sep 14, 2021

Appl. No.:

17/474820

Inventors:

- Armonk NY, US
Wei LIU - Beijing, CN
Guo Ran SUN - Beijing, CN
Shuang YS YU - Beijing, CN
Meichi Maggie LIN - San Jose CA, US
Yi DAI - Beijing, CN

International Classification:

H04L 12/24
G06F 16/33
G06F 16/35
G06N 20/00
G06K 9/62

Abstract:

A method includes generating a plurality of vectors representing words in a plurality of documents about an information technology (IT) system and clustering the plurality of vectors to produce a plurality of clusters. The method also includes identifying a cluster of the plurality of clusters that contains a plurality of clustered vectors, generating a feature based on a plurality of words represented by the plurality of clustered vectors, and training a machine learning model to identify an anomaly in the IT system based on the feature.

US Patent:

20180225148, Aug 9, 2018

Filed:

Apr 10, 2018

Appl. No.:

15/949272

Inventors:

- Armonk NY, US
Meichi M. Lin - San Jose CA, US
Nigel G. Slinger - Los Gatos CA, US
John B. Tobler - San Jose CA, US
Wen Jie Zhu - Beijing, CN

International Classification:

G06F 9/50
G06F 11/30

Abstract:

In an embodiment, a method of resource pre-configuration includes obtaining, at a target system, configuration information about a resource that is predicted to be used by a transaction which will be executed on the target system. The resource is configured, at the target system, based on the configuration information. The configuring is before the transaction requests use of the resource.

US Patent:

20150378829, Dec 31, 2015

Filed:

Jun 4, 2015

Appl. No.:

14/730258

Inventors:

- Armonk NY, US
Meichi M. Lin - San Jose CA, US
Nigel G. Slinger - Los Gatos CA, US
John B. Tobler - San Jose CA, US
Wen Jie Zhu - Beijing, CN

International Classification:

G06F 11/14

Abstract:

In an embodiment, a method of resource pre-configuration includes obtaining, at a target system, configuration information about a resource that is predicted to be used by a transaction which will be executed on the target system. The resource is configured, at the target system, based on the configuration information. The configuring is before the transaction requests use of the resource

US Patent:

20150081616, Mar 19, 2015

Filed:

Sep 16, 2013

Appl. No.:

14/027346

Inventors:

- ARMONK NY, US
Meichi M. Lin - San Jose CA, US
Arthur Marais - Montgomery TX, US
Nigel G. Slinger - Los Gatos CA, US
John B. Tobler - San Jose CA, US
Wen J. Zhu - Beijing, CH

Assignee:

INTERNATIONAL BUSINESS MACHINES CORPORATION - ARMONK NY

International Classification:

G06F 17/30

US Classification:

707602, 707803

Abstract:

According to one embodiment of the present invention, a system inserts data into a database object. The system associates the database object with a parameter specifying materialization of data for the database object. The system inserts data into the database object and materializes the data in accordance with the parameter to provide access to the data from the database object, wherein the parameter specifies a portion of the data to be materialized upon insertion. Embodiments of the present invention further include a method and computer program product for inserting data into a database object in substantially the same manners described above.

US Patent:

20150081745, Mar 19, 2015

Filed:

Jun 4, 2014

Appl. No.:

14/296035

Inventors:

- Armonk NY, US
Meichi M. Lin - San Jose CA, US
Arthur Marais - Montgomery TX, US
Nigel G. Slinger - Los Gatos CA, US
John B. Tobler - San Jose CA, US
Wen J. Zhu - Beijing, CH

International Classification:

G06F 17/30

US Classification:

707803

Abstract:

According to one embodiment of the present invention, a system inserts data into a database object. The system associates the database object with a parameter specifying materialization of data for the database object. The system inserts data into the database object and materializes the data in accordance with the parameter to provide access to the data from the database object, wherein the parameter specifies a portion of the data to be materialized upon insertion. Embodiments of the present invention further include a method and computer program product for inserting data into a database object in substantially the same manners described above.