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:
Oct. 04, 2022

Filed:

Sep. 15, 2020
Applicant:

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

Inventor:

Patrick Lewis, Denver, NC (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/455 (2018.01); H04L 67/02 (2022.01); G06F 9/54 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/45533 (2013.01); G06F 9/547 (2013.01); G06N 20/00 (2019.01); H04L 67/02 (2013.01);
Abstract

Aspects of the disclosure relate to virtual containers configured to support multiple machine learning models. A computing platform may identify, over a network, a deployment identifier associated with a request to deploy one or more machine learning models. Subsequently, the computing platform may retrieve a pre-configured template for a virtualization container. Then, the computing platform may retrieve, from a file server, the one or more machine learning models. Then, the computing platform may retrieve, from a database, pre-processing scripts and post-processing scripts associated with the one or more machine learning models. Subsequently, the computing platform may modify the pre-configured template based on the one or more machine learning models, pre-processing and post-processing scripts. Then, the computing platform may deploy the modified virtualization container to apply the one or more machine learning models. Then, the computing platform may provide results of the applied one or more machine learning models.


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