Software techniques (3)
Reactive introspection
- use statistical techniques to identify normal behavior and detect deviations from it
- policy-driven automatic adaptation to abnormal behavior once detected
- initially, rely on human administrator to specify policy
- eventually, system learns to solve problems on its own by experimenting on isolated subsets of the nodes
- one candidate: reinforcement learning