Earlier quoted context omitted.
indeed I suspect a single machine could put out 71M HTTP requests/second without too much difficulty (but cloudflare never misses an opportunity for a blog post)
71M requests per second gives you about 14ns per request. WolframAlpha says that's about 4 times the latency of a L2 cache access and 0.8 times the latency of a Mutex lock / unlock: https://www.wolframalpha.com/input?i=1+second+%2F+71+million . So even if you have a massive amount of cores in that machine, you still don't really have much time to spend on a single request and a single mutex operation will exceed your…
It's a lot, but at cloudflare's scale you either have the budget for a crapton of machines per point of presence (hope I'm using the term correctly) or custom hardware that can deal with this sort of thing. It's kind of their core business.