Running a "simple stable core service" at this sort of scale is far, far harder and more complicated than you understand. Even responding to ICMP ping requests at AWS/GCP/Azure scale requires custom solutions. I've seen very many near-misses in high profile global services due to the complexity of running at this scale that have nothing to do with the causes you're assuming here.