EC2 instances are running some OS, whether it's Linux or BSD or Windows or whatever. The only thing that doesn't overlap is hardware tuning and maintenance, and even there you should be using the same tools to figure out if you've got a hardware bottleneck on your EC2 instance as you'd use to evaluate performance on a standalone box.