Load balancing is in place for all but the most trivial sites, though, so what you're really saying is horizontal scaling. Which is fine but expensive compared to pattern based mitigation techniques.
If you're going to find patterns to decide what to block then you first need to make sure you receive all the traffic. If a single entry point can't handle it, well, then you need to load balance the incoming traffic.