Why Use Data Models in Dashboards?
SplunkData Modelsallow dashboards toretrieve structured, normalized data quickly, improving search performance and accuracy.
????How Data Models Help in Dashboards?(AnswerB)✅Standardized Field Naming– Ensures that queries always useconsistent field names(e.g.,src_ipinstead ofsource_ip).✅Faster Searches– Data models allow dashboards torun structured searches instead of raw log queries.✅Example:ASOC dashboard for user activity monitoringuses a CIM-compliantAuthentication Data Model, ensuring that querieswork across different log sources.
Why Not the Other Options?
❌A. To store raw data for compliance purposes– Raw data is stored in indexes,not data models.❌C. To compress indexed data– Data modelsstructuredata but donot perform compression.❌D. To reduce storage usage on Splunk instances– Data modelshelp with search performance, not storage reduction.
References & Learning Resources
????Splunk Data Models for Dashboard Optimization: https://docs.splunk.com/Documentation/Splunk/latest/Knowledge/Aboutdatamodels ????Building Efficient Dashboards Using Data Models: https://splunkbase.splunk.com ????Using CIM-Compliant Data Models for Security Analytics: https://www.splunk.com/en_us/blog/tips-and-tricks
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