Table of Contents

Working with trend icons

The DataMiner Analytics software analyzes the behavior of numeric parameters in real time. A visual summary of the most recent behavior is shown in the form of a trend icon next to a trended parameter on a data page.

Note

This feature requires Storage as a Service or a self-hosted Cassandra-compatible database.

Available trend icons

The following icons can be displayed next to a trended parameter on a data page:

Trend icon Description
Trend graph icon The default icon.
Upward arrow icon The trend is increasing.
Downward arrow icon The trend is decreasing.
Flat arrow icon The trend remains stable.
Upward level shift icon Red upward level shift icon An upward level shift was detected.
Downward level shift icon Red downward level shift icon A downward level shift was detected.
Upward trend change icon Red upward trend change An upward trend change was detected.
Downward trend change icon Red downward trend change A downward trend change was detected.
Variance increase icon Red variance increase icon A variance increase was detected.
Variance decrease icon Red variance decrease icon A variance decrease was detected.
Upward outlier icon Red upward outlier icon An upward outlier was detected.
Downward outlier icon Red downward outlier icon A downward outlier was detected.
Flatline icon Red flatline icon A flatline was detected.

Please note the following regarding these icons:

  • Behavior is calculated for single-value parameters and table parameters. For partial tables, behavior is only calculated for the rows of the first page. For rows on subsequent pages, behavior is calculated only when those pages are accessed.

  • During the initial time interval after the start of the SLAnalytics process, DataMiner may lack sufficient data to determine the behavior of certain parameters. In such cases, only the default trend icon will be displayed for those parameters during this period.

  • If Behavioral Anomaly detection is available, an icon may indicate the occurrence of a particular type of change point. If a change point is considered anomalous, the icon is displayed in red.

  • If you hover the mouse pointer over these icons, a tooltip will display additional information.

  • The calculation of trend icons requires the storage of average trend data. To limit memory usage, from DataMiner 10.4.2/10.5.0 onwards, the number of trended parameters for which trend icons are calculated is limited to at most 250,000 trended parameters per DMA.

  • If the current behavior cannot be determined, whether because of the feature being disabled, insufficient data, or significant uncertainty in the trend direction over the past interval, a default icon will be displayed. On a DMA that uses a legacy MySQL database, only this icon is displayed.

Trend icons configuration in System Center

In DataMiner Cube, you can configure this feature in System Center, via System Center > System settings > analytics config > Trend icons. The following settings are available there:

  • Enabled: Allows you to activate or deactivate this feature.

  • Run on trended parameters by default: Available from DataMiner 10.4.8/10.5.0 onwards. If this option is enabled (default setting), trend icons are generated by default for all trended numeric parameters, but you can override this setting for specific parameters in a trend template. If this option is disabled, trend icons will only be shown for trend parameters of which the Trend icons setting has been explicitly enabled in the trend template. See Configuring trend templates.

  • Arrow update interval: Determines at which interval the icons will be updated when an element card remains open. By default, icons are updated every 300 seconds.

  • Minimum window duration: Determines the size of the time window that is used to check the trend data behavior and select a particular icon to be displayed. By default, this window is set to 3600 seconds.

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