To understand these business impacts, we have to assign a risk factor to major service disruptions. Amazon's one hour of downtime on Prime Day may have cost it up to $100 million in lost sales.

To design for resiliency, two terms come into play, as follows:

• Recovery Time Objective (RTO)
• Recovery Point Objective (RPO)