Alerting on Metrics Abnormalities

Metrics provide time-series measurements of the behavior of our applications and infrastructure, but they provide no notification when those measurements deviate from the expected behavior of our applications. To be able to react to abnormal behaviors in our applications, we need to establish rules about what is normal behavior in our applications and how we can be notified when our applications deviate from that behavior.