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With AWS it's easy. You stop the machine, resize it to a bigger one with more CPU and/or RAM, then fire it up. This can be done in minutes.

Yep, this. Went perfectly, and thanks to Akka Persistence, end users (hopefully) just saw a minute of lag before their game resumed.