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:
Apr. 01, 2025
Filed:
Apr. 18, 2023
International Business Machines Corporation, Armonk, NY (US);
Nirmit V Desai, Yorktown Heights, NY (US);
Jae-Wook Ahn, Nanuet, NY (US);
Tova Roth, Woodmere, NY (US);
Dinesh C. Verma, New Castle, NY (US);
Douglas M. Freimuth, New York, NY (US);
Seraphin Bernard Calo, Cortlandt Manor, NY (US);
Anshu Kak, Englewood Cliffs, NJ (US);
Steven A Waite, Racine, WI (US);
Roger Hollander, Austin, TX (US);
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
Methods and systems for emulating an application include generating a log template to match one or more patterns in a set of application logs collected from an original application. Semantic state representations are learned for the original application from the log template. A classifier is trained to predict a next action template based on a sequence of prior action templates. A regressor is trained to generate a parameter value for a template based on a sequence of prior action templates and a particular semantic state of the original application.