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capacity of ec2 amis

How can I evaluate the capacity of Amazon EC2 Amis for my different templates; A) Webserver (Apache/PHP) - pages/sec. B) Database (MySql) - connections/sec. C) App Server (Tomcat) - pages/sec.

I was hoping there was some kind of baseline tool that I can use to evaluate the many choices available on EC2 without using my System Under Development.

Currently I use JMeter & Selenium to load test my app, but I'm not sure how normal applications stack up on the EC2 equipment.

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