Known issues in Splunk IT Service Intelligence

This version of IT Service Intelligence (ITSI) has the following known issues and workarounds.

Predictive Analytics

Date filed	Issue number	Description
2024-08-06	ITSI-36922	Updates to the Machine Learning Toolkit and the Splunk Python for Scientific Computing affect ITSI predictive analytics. Workaround: Re-train all the models (Gradient Boosting Regressor, Random Forest Regressor, Linear Regression and Logistic Regression) on the services with predictive analytics. Delete the existing correlation searches for the trained model, or update the existing correlation search to refer to the newly trained model(s). If the correlation search was deleted, re-create the correlation searches and reference the newly trained model(s).

Adaptive Thresholding

Date filed	Issue number	Description
2024-09-04	ITSI-37270	Use Recommended Thresholding Configuration cannot use all backfilled events Workaround: While backfilling the KPI customer can set the fill data gaps option other than Template:Last available value and after backfill completes successfully they can switch the option to Template:Last available value.

Service Definition

Date filed	Issue number	Description
2024-09-10	ITSI-37299	Discrepancy in the "Per-Entity Threshold Value" graph

Uncategorized issues

Date filed	Issue number	Description
2024-07-22	ITSI-36739	Panel shows incorrect results in dashboards : "ITSI Health Check" , "Event Analytics Monitoring" Workaround: # Find the list of SHs from Settings -> Search Head Clustering Create a Macro on SHC with permission to share the macro with itsi app. For example : host_list Definition -> {{host IN (<list of hosts comma separated >)}} Example -> Template:Host IN (host1, host2, host3) Open dashboard -> Click on edit -> go to the panel which is displaying incorrect results -> go to the data source Edit the search -> add created macro Template:`host list` afterTemplate:Index= internal / index= introspection / index= audit Example -> Template:Index= internal `host list` Repeat the same steps for other SHC.
2024-04-24	ITSI-35347	After upgrading ITSI, the navigation bar does not reflect the latest updates. Workaround: The Splunk navigation bar is cached in local storage, and updates to the navigation bar should appear in 24 hours. You can manually update the cache by following these steps: Open your web browser's web console. Navigate to the browser's *Developer tools,* then *Applications*, then localStorage folder to see the saved values. Remove the following key in the folder: splunk-appnav:itsi:admin:en-GB Reload the page.