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:
Sep. 15, 2026
Filed:
Nov. 17, 2023
International Business Machines Corporation, Armonk, NY (US);
Mary Diane Swift, Rochester, NY (US);
Irene Lizeth Manotas Gutiérrez, White Plains, NY (US);
Jonathan D. Dunne, Dungarvan, IE;
International Business Machines Corporation, Armonk, NY (US);
Abstract
An embodiment for dynamically tuning system configuration settings across multiple systems using hypothetical configuration analysis. The embodiment may gather input data for a target system, the input data including configuration settings data, a series of configuration setting parameters, and telemetry data. The embodiment may generate, from the input data, a machine learning model configured to process network data and the configuration settings data from the target system. The embodiment may determine dependencies between a given parameter from the series of configuration setting parameters and a given resource from a series of resources using the generated machine learning model. The embodiment may further predict, using the generated machine learning model, and based on the determined dependencies, performance outcomes under a tuneable range of the series of configuration setting parameters. The embodiment may generalize the generated machine learning model across a plurality of secondary systems.