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. 06, 2026

Filed:

Mar. 17, 2022
Applicant:

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

Inventors:

Jacob Thomas Covell, New York, NY (US);

Jeremy R. Fox, Georgetown, TX (US);

Martin G. Keen, Cary, NC (US);

Sarbajit K. Rakshit, Kolkata, IN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/455 (2018.01); G06F 9/48 (2006.01); G06F 11/34 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/4875 (2013.01); G06F 11/3495 (2013.01); G06N 20/00 (2019.01);
Abstract

A computer-implemented method for automatically migrating a cloud-based solution onto a datacenter is provided. The method may include populating and maintaining a corpus of datacenters. The method may further include implementing a machine-learning algorithm to identify different types of users and to generate a user profile for each type of user based on machine-learned user profile data. The method may further include detecting user experience with the cloud-based solution on one or more datacenters from the corpus of datacenters for each type of user based on the machine-learned user experience data. The method may further include correlating the machine-learned user profile data and user experience data with the current and previous computing capabilities and performance of each datacenter in the corpus. The method may also include automatically migrating the cloud-based solution onto the datacenter from the corpus of datacenters for the specific type of user based on the correlation.


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