What are metrics and which system metrics are commonly monitored?

Metrics are numeric measurements aggregated over time. They are efficient for dashboards, alerts, capacity analysis, and identifying changes in system behavior.

Common service metrics include request rate, error rate, latency percentiles, CPU, memory, queue depth, connection usage, cache hit ratio, and dependency performance. Business metrics can also reveal failures that technical metrics miss.