Amazon Elastic Compute Cloud (EC2) is a fundamental element of Amazon Web Services (AWS), providing scalable computing capacity in the cloud. Central to the functionality of EC2 is the Amazon Machine Image (AMI), a crucial element that defines the software configuration, together with the operating system, application server, and applications,…