Configuring the Adaptive Decision Manager service for on-premises environments
This content applies only to On-premises and Client-managed cloud environments
Enable the prediction of customer behavior by configuring the Adaptive Decision Manager (ADM) service. The ADM service creates adaptive models and updates them in real time based on incoming customer responses to your offers. With adaptive models, you can ensure that your next-best-action decisions are always relevant and based on the latest customer behavior.
- In the header of Dev Studio, click .
- In the Adaptive decision manager nodes section, click Edit settings.
- In the Edit adaptive decision manager settings dialog box, in the
Snapshot section, specify what adaptive model data you want to
save:
- To take snapshots of all adaptive scoring data and only the latest predictor data,
select Store all model data and only the latest predictor data.
Select this option if you want to analyze only the most recent status of model predictor data (for example, by using a report definition).
- To take snapshots of all adaptive scoring data and all predictor data, select
Store all model data and all predictor data.
Select this option to analyze the changes in model predictor data over time.
- To take snapshots of all adaptive scoring data and only the latest predictor data,
select Store all model data and only the latest predictor data.
- In the Snapshot schedule section, specify how often you want to
take snapshots of adaptive model data:
- To take snapshots at a specified time interval, select Using agent
schedule. To edit the time interval, click Edit agent
schedule, and then specify the schedule for
ADMSnapshot.
For more information about configuring the agent schedule, see Completing the schedule tab.
- To take a snapshot every time that the model is updated, select At
every model update.
A model update includes every change that is made to the model, such as adding new training data or making a decision based on the model.
- To take snapshots at a specified time interval, select Using agent
schedule. To edit the time interval, click Edit agent
schedule, and then specify the schedule for
ADMSnapshot.
- In the Service configuration section, define the ADM service
parameters:
- Specify how often you want to check for model updates.The time interval that you specify indicates how often Pega Platform checks if a model requires an update.
- In the Thread count field, enter the number of threads on
all nodes that are running the ADM service.The default thread count is the number of available co-processes on that node, minus one.
- In the Memory alert threshold field, enter the threshold for
triggering the out-of-memory error.The default memory alert threshold is 2048 megabytes.
- Specify how often you want to check for model updates.
- Confirm your settings by clicking Submit.
- To change how much time elapses before Pega Platform automatically deletes a snapshot from your repository, change
the value of the decision/monitoring/daysToKeepData dynamic system
setting.
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