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:
Sep. 26, 2023

Filed:

Apr. 11, 2022
Applicant:

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

Inventors:

Craig M. Trim, Ventura, CA (US);

James E. Bostick, Cedar Park, TX (US);

John M. Ganci, Jr., Raleigh, NC (US);

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/71 (2018.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06F 8/71 (2013.01); G06N 7/01 (2023.01);
Abstract

By analyzing execution of a set of transactions by an application, a set of actual code execution paths of the application are determined. From the set of actual code execution paths, a set of predicted execution paths of the application are predicted using an execution prediction model. The set of predicted execution paths includes the set of actual code execution paths. By determining that paths in the set of predicted execution paths have above a threshold similarity to each other, a cluster of predicted execution paths is identified. The cluster of predicted execution paths is recommended, using a recommendation model, for implementation as a single execution path in a revised version of the application.


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