Amazon Web Services (AWS) provides a wide array of services designed to fulfill these goals, with Amazon Elastic Compute Cloud (EC2) being one of the critical components. A particularly powerful characteristic of EC2 is the Amazon Machine Image (AMI) snapshots, which can play a pivotal function in enhancing both performance…