Continuous Integration and Continuous Deployment (CI/CD) is a widely used approach for automating software build and deployment processes in server-based applications. However, the implementation of CI/CD may increase server activity and affect resource utilization. This study aims to analyze and compare the performance of CI/CD and conventional deployment methods in a web-based server applicat…