Is it possible to start an existing instance with a specific instanceID, not the imageID?
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Yes, if you have an EBS backed instance that you previously stopped, you can start it again via the API with the same instance ID that it had previously – see http://docs.amazonwebservices.com/AWSEC2/latest/APIReference/ApiReference-query-StartInstances.html
If you want to specify an instance ID when you create a new EC2 instance, I’m pretty sure that is not possible.