I have to imagine having your service highly available (i.e. you need a failover machine) is far more likely to be the reason to need multiple machines than exh

I have to imagine having your service highly available (i.e. you need a failover machine) is far more likely to be the reason to need multiple machines than exhausting the resources on some commodity tier machine.