Dynatrace Intelligence for Notebooks

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  • How-to guide
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Dynatrace Intelligence for Notebooks runs a range of analyzers directly in Notebooks, providing on-spot results and enabling you to fine-tune your custom alert configurations.

Anomaly Detection

With Anomaly Detection - new Anomaly Detection combined with the power of DQL, you can custom-build powerful configurations to detect anomalies in metrics, logs, business data, or a combination of them. To preview and fine-tune your Anomaly Detection configuration before deploying it to action, use a Dynatrace Intelligence for Notebooks analysis option:

For each of these options, you can configure a missing data alert. Missing data and threshold conditions are combined by the OR logic.

To run an anomaly detection analysis in Notebooks

  1. Go to Notebooks Notebooks.
  2. Open your notebook or create a new one.
  3. Add a Query Grail section and query the data you're interested in, or add a Metrics section and select the required metric.

    For a DQL query, use the interval: 1m parameter to ensure proper data resolution for the analysis.

  4. Select Options.
  5. In the Options panel, select Analyze and alert and activate the analyzer.
  6. Select the required anomaly detection analyzer and configure its parameters.
  7. Select Run analysis.

Dynatrace Intelligence analyses the data and shows potential alerts. Note that these are just indicative simulations—no real alerts are triggered based on this analysis.

An example of anomaly detection on seasonal data in the Notebooks app.

Forecast analysis

Dynatrace Intelligence predictive AI analysis foresees future values of any time series of numeric values based on the accumulated data. To trigger a forecast analysis

  1. Go to Notebooks Notebooks.
  2. Open your notebook or create a new one.
  3. Add a Query Grail section and query the data you're interested in, or add a Metrics section and select the required metric.
  4. Select Options.
  5. In the Options panel, select Analyze and alert and activate the analyzer.
  6. Select the Forecast analyzer and configure its parameters.
  7. Select Run analysis.

Dynatrace Intelligence calculates the forecast and shows it, extending your visualization.

An example of a forecast for seasonal data in the Notebooks app.

Related tags
Dynatrace PlatformDynatrace AIDynatrace AssistNotebooksNotebooks