At Netflix we strive to provide an amazing experience to each member, winning the "moments of truth" where they decide what entertainment to enjoy. To accomplish this we need to maintain high availability across our systems. However, humans cannot continuously monitor the status of all these systems making it critical for us to have tools that analyze our system environments and make intelligent operational decisions in real-time.

This talk will discuss how Netflix uses data mining and machine learning techniques to automate decisions in real-time with the goal of supporting operational availability and reliability. It will also review how we got to the current state, the lessons we learnt, and the future of real-time analytics at Netflix.