SECURE DETECTION AND CORRECTION OF INEFFICIENT APPLICATION CONFIGURATIONS

摘要

Methods and systems for detecting and correcting inefficient application configurations are presented. In one embodiment, a method is provided that includes receiving an application and executing the application multiple times according to different configurations. While executing the application, execution metrics may be measured associated with the different configurations. A classifier model may be trained based on the execution metrics and the different configurations. In particular, the classifier model may be trained to identify preferred configurations of the application. The classifier model may be provided to a second computing environment and may be used to identify inefficient configurations for subsequent deployments of the application within the second computing environment. The inefficient configurations may be identified without transmitting configurations or applications from the second computing environment.