You might want to apply it to the scaling of web services rather than the fine details of the application itself. I think you would want to focus on the areas where you can reduce your variables to simple numerics.
Not very effectively yet, in my experience. Also, "throw more compute at it" is much simpler in complexity to something like PID. We don't have good orchestration yet for automating changes of multiple variables.