We divide a single machine in an uncountable number of virtual ones; write some code to make sure they don't talk to each other; write some code to make them able to talk to each other; write some code make more or fewer divisions on the run, automatically; and write some code so we can set them up automatically too every time we get a new split. That's how you use software scalability and create a simple, predictable ops environment.