When clocks were developed the hour length became fixed, and the modern invention of the divisions of minute ("tiny") and ultimately second ("even more tiny") became first feasible and then, as the Industrial Revolution progressed, became useful. I've always assumed we had RPM and not RPS because of this, although very slow rotations would be easier to work with with a more find-grained denominator.