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In case of need, there is a useful tool that will allow you to re-publish your CRM reports in the SRS server - handy if you or someone else deletes the folder.
Open a command window and navigate to C:\Program Files\Microsoft Dynamics CRM\Tools\ and run PublishReports.exe
Requires a parameter - being the Organisation Name. E.g. PublishReports.exe "mycompany"