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The this that of a Data Centre planning VS Azure Cloud

The traditional internet application systems are designed by implementing entire functionality in one box and rest of the non functional requirements like scalability/availability and performance are achieved by increasing the capacity or repeating such instances.
Cost, Business requirements and other decisions, factors into the the capacity of the backup machine (adding one more machine which is a copy of the original ,which comes online when primary is down - with a content management switch)...