Why Not Scale the CPU on Schedule?

Usually e.g. CPU frequency scaling works mostly by seeing how much of the CPU is utilized and then reacting by setting the frequency to a certain level to satisfy this need. But why not at least in addition introduce an interface for some software, e.g. media players, to inform the kernel up front how much CPU it will need. Then it the CPU will be available on time.