Abstract : The Monitoring, Analysis, and Interpretation Tool Arsenal (MAITA) is a knowledge-based tool that helps reduce time and effort of constructing a monitoring system at the start and of modifying an operational system of monitors to address special and temporary concerns. The architecture provides a rich library of monitoring systems enabling easy composition, modification, testing and abstraction of these library elements.