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A healthcare organization is planning to transition its on-premises data processing workloads to AWS. Before migration, the organization needs a thorough assessment of its current server infrastructure to determine appropriate sizing for Amazon EC2 instances. Key data to be collected includes CPU and memory usage, network I/O, and a list of active services on each server. Additionally, the organization wants to analyze network traffic patterns to understand dependencies between servers. What is the most cost-effective method to gather this comprehensive data for migration planning?