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Define a new dynamic threshold configuration

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From the app's main screen, click the Add New Dynamic Threshold button.

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On the Source metric dropdown, select a specific metric to apply dynamic thresholds to.

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From the Filter dropdown, you can further filter the data for the selected metric by specifying Classifications, Attributes, and Dimensions.

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The Dynamic Thresholds app automatically provides a configuration setting for any selected metric, providing relevant warning and critical Upper Thresholds values.

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Use the chart on the right-hand side of the screen to preview the dynamic threshold behavior.

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Click Save if no further configuration is required.

Otherwise, follow the steps below to adjust the thresholds.

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Enable or disable Upper Thresholds or Lower Thresholds. At least one option must be selected.

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Drag the sliders for Warning and Critical levels to set your desired deviations above or below a certain value for your selected thresholds.

The number indicates how many standard deviations the threshold is from the mean of the selected metric:

A lower value means the metric is fairly stable around its mean value.
A greater value is more lenient.

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Specify a training window by adjusting the Sliding Window slider.
The sliding window length determines the amount of historical data that the model will consider to generate the threshold.

Tip:

Use a longer window for stable, slow-moving metrics.
Use a shorter window for less stable, fast-moving or erratic metrics.

Note: A default refresh frequency is set based on the training window length, which determines how often the dynamic threshold model re-evaluates and updates its thresholds based on new data.

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Apply Noise Reduction to the threshold evaluation.

By default, this is set to None.

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Click the Analyse Results button to simulate the configuration for all matching entities.

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The Dry Run Results table gives you an overview of how the configuration impacts most entities.

It also shows how many warning and critical breaches you can expect to see.

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Click on a row to preview the dynamic threshold behavior for a specific entity. You can then adjust your configuration based on these results.

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Click Save.

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Create a unique name for the configuration.

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Optional:
Add the configuration to an existing group or create a new group.

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Optional:
Select a category from the Signal Category dropdown.

This allows you to filter alerts by signal category in the Alerting app, showing all relevant entities that are generating noise.

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Click Save.

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After saving, you will be redirected back to the Create Dynamic Thresholds window.

Click Cancel to return to the Dynamic Thresholds app landing page.

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Any new configuration is disabled by default to avoid accidentally enabling unnecessary configuration.

Toggle the Enabled checkbox if you want to enable the configuration you created.

That's it!

Learn more about the Dynamic Thresholds app from the documentation.

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From the Alerting app, you can see all the entities on your system that are generating alerts.

Some metrics generate more noise, which may cause alert fatigue.

Use the Dynamic Thresholds app to set up adaptive thresholds and focus your notifications on statistically significant deviations, rather than static limit breaches.

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