Auto scaling strategies for Windows Azure, Amazon's EC2 and other clou

Implementing a cloud-based application without auto scaling is like installing an air-conditioner without a thermostat: one either needs to constantly monitor and manually adjust the needed temperature or pray that outside temperature never changes