Facebook is using machine learning to self-tune its myriad services

Regardless of what you may think of Facebookas a platform, they run a massive operation, and when you reach their level of scale you have to get more creative in how you handle every aspect of your computing environment.
Engineers quickly reach the limits of human ability to track information, to the point that checking logs and analytics becomes impractical and unwieldy on a system running thousands of services. This is a perfect scenario to implement machine learning, and that is precisely wha