This is an important point. If you have a system that processes billions of inputs a day along a fairly complex pipeline, you're constantly scaling up and down

This is an important point. If you have a system that processes billions of inputs a day along a fairly complex pipeline, you're constantly scaling up and down. It would suck pretty bad if you had to scale mostly vertically.