But, if you need to design a data processing system with a certain throughput, a set of equations can tell you how many servers you will need, how much storage,

But, if you need to design a data processing system with a certain throughput, a set of equations can tell you how many servers you will need, how much storage, constraints on latency or network bandwidth, etc. So it's not so different after all.