Splunk® IT Service Intelligence

Service Insights Manual

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Splunk IT Service Intelligence (ITSI) version 4.11.x reached its End of Life on December 6, 2023. See the Splunk Software Support Policy for details. For information about upgrading to a supported version, see Before you upgrade IT Service Intelligence.
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Overview of Predictive Analytics in ITSI

Predictive Analytics uses machine learning algorithms to predict the health score value of a selected service in IT Service Intelligence (ITSI). The models use historical service health score and KPI data to approximate what a service's health might look like in 30 minutes.

ITSI provides visualization tools that guide you through the process of creating machine learning models without having to learn complex machine learning algorithms and technology.

Implement Predictive Analytics to identify and fix service outages before they happen. By receiving a warning that your service is likely to degrade in the next 30 minutes, you can take steps to resolve the problem before it affects other areas of your environment.

Use Predictive Analytics if:

  • You've had unplanned outages in the past.
  • You want to prevent future outages.
  • You want to understand and identify patterns in your service.
  • You want to understand how future outages can impact your business.

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See also

Last modified on 28 April, 2023
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This documentation applies to the following versions of Splunk® IT Service Intelligence: 4.11.0, 4.11.1, 4.11.2, 4.11.3, 4.11.4, 4.11.5, 4.11.6, 4.12.0 Cloud only, 4.12.1 Cloud only, 4.12.2 Cloud only, 4.13.0, 4.13.1, 4.13.2, 4.13.3, 4.14.0 Cloud only, 4.14.1 Cloud only, 4.14.2 Cloud only, 4.15.0, 4.15.1, 4.15.2, 4.15.3, 4.16.0 Cloud only, 4.17.0, 4.17.1, 4.18.0, 4.18.1


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