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When speed is crucial don't invest time in setup an Auto Scaling Group and tune it to optimize resources. Setup enough machines (2-3) to support the traffic and manually scale up when needed. You can use this method for a long while before it comes worth to configure it.
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An alarm to know when the servers died or are about to die for traffic is worth BTW.
