i.e. which hosting providers have a proven track record of helping clients robustly scale their server infrastructure as a new service gains traction and becomes a 'big' site..?
I can personally provide an inverse vote for Rackspace. I would 100% recommend people to avoid them. More than willing to elaborate if anyone needs more details.