Amazon Web Services (AWS) presents a wide array of services designed to satisfy these goals, with Amazon Elastic Compute Cloud (EC2) being one of the most critical components. A particularly highly effective characteristic of EC2 is the Amazon Machine Image (AMI) snapshots, which can play a pivotal position in enhancing…