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:
Aug. 15, 2023

Filed:

Jun. 18, 2020
Applicant:

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

Inventors:

Chen Lin, Elmsford, NY (US);

Muhammed Fatih Bulut, Ossining, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/06 (2023.01); G06F 9/50 (2006.01); G06F 21/57 (2013.01); G06N 20/10 (2019.01); G06F 9/48 (2006.01); G06N 20/20 (2019.01); G06F 18/21 (2023.01); G06F 18/243 (2023.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06F 9/4862 (2013.01); G06F 18/217 (2023.01); G06F 18/24323 (2023.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01);
Abstract

Embodiments relate to a system, a program product, and a method to support a migration operation. Risk factors associated with a migration operation are assessed. The assessment includes assigning respective risk score values to the identified risk factors, assigning respective weight values to the identified risk factors, and calculating a composite risk score based on the assigned risk score values and the assigned weight values. At least one remediation action is recommended to reduce risk to the migration operation. The at least one recommended remediation action is implemented prior to execution of the migration operation. A migration plan incorporating the remediation action for the migration operation is generated. At least one machine learning (ML) model is employed in connection with (a) the subjecting of the identified risk factors to the assessment and/or (b) the recommending of at least one remediation action to reduce risk to the migration operation.


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