How to troubleshoot the splunk server performance .
there is not much saved searches and reports.
The Management Console is a big help, for indexing the overview of the indexers and the skipped searches section...
You could probably start with Splunk Reference hardware
And then Summary of performance recommendations
And also the blog Splunk Sizing and Performance
Additional references : Optimize Splunk for peak performance