In this paper we present an overview of current status of control performance monitoring using minimum variance principles. Extensions to PID-achievable performance assessment, trade-oo between performance and robustness, and trade-oo between de-terministic and stochastic performance objectives are discussed. Future directions are pointed out for research and practice with regard to root-cause ...