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:
Apr. 30, 2024

Filed:

Feb. 04, 2022
Applicant:

Bank of America Corporation, Charlotte, NC (US);

Inventors:

Raja Arumugam Maharaja, Tamil Nadu, IN;

Khushbu Rani, Bokaro Steel, IN;

Assignee:

Bank of America Corporation, Charlotte, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/25 (2019.01); G06F 18/2411 (2023.01); G06N 3/045 (2023.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06F 16/258 (2019.01); G06F 16/254 (2019.01); G06F 18/2411 (2023.01); G06N 3/045 (2023.01); G06N 20/10 (2019.01);
Abstract

A system for data processing using machine learning processing and distributed architecture is described. Specifically, proprietary data transformation rules to be applied for the data processing may be stored at edge computing devices, while the bulk of data processing may be performed at a central computing node that houses the databases. A subset of a data set, in the database, may be sent from the central computing node to the edge computing node. The edge computing node may generate a second data set based on applying data transformation rules to the subset of the data set. The central computing node may determine, using a machine learning (ML) algorithm and based on the subset of the data set and the second data set, the data transformation rules, which may then be applied to the rest of the data set.


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