Cornell research into Spinglass, a set of "Adaptive Probabilistic Tools for Advanced Networks" looks very interesting. Particularly appealing since I've also thought about applying probability to solve problems that typically have required someone (engineer, admin, etc) to tune a system (one idea I never completed researching was applying the probability of a service request happening for some event to predictively pre-fetch data).