MAPE-K Loop

A reference architecture for self-managing systems formally proposed by IBM in 2003 in the context of autonomic computing research. It comprises four execution phases—Monitor, Analyze, Plan, and Execute—and a shared Knowledge layer that spans all phases, and remains a foundational framework in the autonomic computing field.