The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 02, 2026

Filed:

Mar. 31, 2022
Applicant:

Fujitsu Limited, Kawasaki-shi, JP;

Inventors:

Ripon Saha, Pleasanton, CA (US);

Mukul Prasad, San Jose, CA (US);

Linyi Li, Urbana, IL (US);

Assignee:

Fujitsu Limited, Kawasaki, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 8/41 (2018.01); G06F 8/65 (2018.01); G06F 9/54 (2006.01); G06F 11/34 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 8/427 (2013.01); G06F 8/65 (2013.01); G06F 9/547 (2013.01); G06F 11/3495 (2013.01); G06N 3/08 (2013.01);
Abstract

According to an aspect of an embodiment, operations may include receiving an ML project stored in an ML corpus database. The operations may further include mutating a first ML pipeline, of a set of first ML pipelines associated with the received ML project, to determine a set of second ML pipelines. The mutation of the first ML pipeline may correspond to a substitution of a first ML model associated with the first ML pipeline with a second ML model associated with one of the set of predefined ML pipelines. The operations may further include selecting one or more ML pipelines from the set of second ML pipelines based on a performance score associated with each of the determined set of ML pipelines. The operations may further include augmenting the ML corpus database to include the selected one or more ML pipelines and the set of first ML pipeline.


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