A single "big iron" server is mostly simple and very understood whereas architecting distributed systems gets very complex very fast. It's easy to have a very l

A single "big iron" server is mostly simple and very understood whereas architecting distributed systems gets very complex very fast. It's easy to have a very large MySQL server and a MySQL slave whereas sharding gets complicated quickly and there is always network latency involved.