While analyzing the log files I found a lot of the following errors:
com.day.cq.polling.importer.impl.PollingImporterImpl importData: Unexpected failure importing PollConfig
I then found the article about how to disable the SiteCatalyst Impressions Importer (http://helpx.adobe.com/experience-manager/kb/invalidpollingconfiguration.html). Now that I know that I could disable it to get rid of the errors we have to decide if we actually want to disable it.
So here is the question: What data exactly does the SiteCatalyst Impressions Importer import and what features will not work if we disable it?