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.
Patent No.:
Date of Patent:
Feb. 27, 2024
Filed:
Jul. 09, 2020
Machine learning for determining suitability of application migration from local to remote providers
Applicant:
Kyndryl, Inc, New York, NY (US);
Inventors:
Pritpal S. Arora, Bangalore, IN;
Klaus Koenig, Essenheim, DE;
Assignee:
KYNDRYL, INC., New York, NY (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06N 20/00 (2019.01); G06F 9/48 (2006.01); G06F 8/76 (2018.01); G06F 8/77 (2018.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/4856 (2013.01); G06F 8/76 (2013.01); G06F 8/77 (2013.01);
Abstract
A computer implemented method is provided that includes using historic migration data to label key performance indicators (KPIs) in a migration model including a scale that indicates a level of successful migration to a remote provider. Employing the migration model to predict successful migration of a local application having one or more of said one or more of local key performance indicators for the local application. Migrating the local application to a remote provider when the model to predict successful migration indicates a greater than threshold value for successful migration.