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