A company is in the process of migrating to the cloud and aims to accurately size new Amazon EC2 instances by evaluating the configurations of virtual machines in their existing data center. They require detailed metrics such as CPU, memory, and disk utilization, as well as an inventory of running processes on each instance. Additionally, they want to monitor network connections to understand server-to-server communications. What is the most cost-effective method to collect this comprehensive data?