Ideally, you would use existing commodity infrastructure but we have found none of it is really super fit for our purposes. Failing that, we have been developing an approach to low-maintenance reusable infrastructure. For now, I would advise running your own but positioning yourself to take advantage of commodity systems as they emerge.