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Surely this depends entirely on the app.

Is the database a bottle neck for a CRM app that deals with millions of customer records? Probably because everything else is incredibly lightweight. Is it the bottleneck for an app that transcodes video on the server? Absolutely not.

And so on, for every imaginable app.

But the database is often the hardest thing to scale. Scaling up transcoding is childs play by comparison.

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