Introduction The rapid evolution of cloud computing has transformed how organizations design, deploy, and manage their IT infrastructure. Among the leading cloud platforms, Amazon Web Services (AWS) has emerged as a dominant force, offering a broad portfolio of scalable and flexible cloud solutions. As enterprises increasingly migrate complex workloads to the cloud, the demand for AWS...