US Patent Application 18233597. TESTING AND SELECTION OF EFFICIENT APPLICATION CONFIGURATIONS simplified abstract

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TESTING AND SELECTION OF EFFICIENT APPLICATION CONFIGURATIONS

Organization Name

Red Hat, Inc.

Inventor(s)

Sebastian Laskawiec of Lipniki (PL)

TESTING AND SELECTION OF EFFICIENT APPLICATION CONFIGURATIONS - A simplified explanation of the abstract

This abstract first appeared for US patent application 18233597 titled 'TESTING AND SELECTION OF EFFICIENT APPLICATION CONFIGURATIONS

Simplified Explanation

- The patent application describes methods and systems for selecting, testing, and applying application configurations. - The method involves executing an application with a first configuration and measuring a set of metrics. - A machine learning model is used to identify changes to the configuration settings that could improve the application's performance. - These identified changes generate new configurations for future executions of the application. - The second configuration is selected based on the metrics from the first execution and additional metrics from a second execution of the application.


Original Abstract Submitted

Methods and systems for selecting, testing, and applying application configurations are presented. In one embodiment, a method is provided that includes executing an application according to a first configuration and measuring a first plurality of metrics. One or more changes to a plurality of configuration settings of the first configuration may be identified by a machine learning model to generate one or more new configurations. Among the one or more new configurations, a second configuration for future executions of the application may be selected based on the first plurality of metrics and a second plurality of metrics associated with an execution of the application.