monitoringbased
Monitoringbased is an approach in systems engineering and operations where monitoring data and telemetry form the primary basis for understanding system behavior, diagnosing issues, and guiding improvements. The term emphasizes continuous observation and data-driven decision making over traditional reliance on periodic reports or manual analysis.
Key elements include instrumentation of systems to produce telemetry, observability to interpret signals across layers, real-time
It is used in IT operations through site reliability engineering, in industrial automation (industrial IoT), in
Benefits include faster issue detection, reduced mean time to recovery, improved service reliability, and evidence-based optimization.