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:
Feb. 03, 2026

Filed:

Sep. 08, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Gandhi Sivakumar, Bentleigh, AU;

Luke Peter Macura, Lucas, AU;

Kushal S. Patel, Pune, IN;

Sarvesh S. Patel, Pune, IN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 3/098 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 3/098 (2023.01); G06N 20/00 (2019.01);
Abstract

An approach is provided in which the approach establishes a connection between a first data site and a second data site. The first data site executes a first aggregation model that includes multiple first machine learning models and the second data site executes a second aggregation model that includes multiple second machine learning models. The approach detects, at the first data site, a change of data in a selected one of multiple first training data buckets corresponding to a selected one of the multiple first machine learning models. The approach sends the change of data from the first data site to the second data site, and replicates at the second data site, one of multiple second data buckets corresponding to a selected one of the multiple second machine learning models based on the change of data.


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