Recommend Scalability vs Performance vs Availability vs Reliability.. Also scale up vs scale out ??? (Email)

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Where do you draw the line between scalability vs Performance vs High Availability vs Reliability? I guess at the end of the day, we all want to be highly available, great performance and always reliable. So is it safe to say that scalability is the answer ? Also when do you start to think scale out vs scale up ?

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