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:
Oct. 19, 2021
Filed:
Jun. 11, 2020
International Business Machines Corporation, Armonk, NY (US);
Venkata Vinay Kumar Parisa, Secunderabad, IN;
Bruce G. Taylor, Golden, CO (US);
Debasis Roy Choudhuri, Kolkata, IN;
Laurence Swift, Atlanta, GA (US);
Corey Allen, Nicholasville, KY (US);
Biswajit Mohapatra, Pune, IN;
International Business Machines Corporation, Armonk, NY (US);
Abstract
An approach is provided for automating an adoption of cloud services. A machine learning model is devAppliceloped to learn application source code accessed from a source code repository. The machine learning model is trained by building training data that includes the application source code and technical labels. Services are extracted from the application source code and a context of the application source code is derived. Using a decision tree model, a mapping of the extracted services to respective cloud services is determined. Based on the mapping, portions of the application source code are identified that are recommended to be replaced by the respective cloud services.