With Dynamic Thresholds you no longer need to manually identify and set thresholds for alerts. The alert rule leverages advanced Machine Learning (ML) capabilities to learn metrics’ historical behavior, identify patterns and anomalies that indicate possible service issues.
Source: Azure Roadmap