Predictive Analytics Skill Forecast resource saturation, detect trends, analyze anomalies, and characterize signal behavior using DQL and Dynatrace analyzer tools. Analysis Disciplines
- Discipline
- Use when …
- 1
- Forecast and Prediction
- Predicting future metric values for capacity planning, cost estimation, or proactive alerting
- 2
- Detecting Changes
- A metric
- shifted
- — find when the character of the signal changed, regardless of whether it crossed a limit
- 3
- Detecting Violations
- A metric is
- currently out of bounds
- — find entities that exceed or fall below an acceptable range
- 4
- Timeseries Characteristics
- Characterizing a signal's seasonality, noise level, and trend before further analysis
- Choosing the Right Detection Tool
- The single most important decision
- are you asking "did this metric change ?" or "is this metric currently wrong ?" Show more Installs 565 Repository dynatrace/dynat…e-for-ai GitHub Stars 100 First Seen May 11, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass