Managing the size of Data Dictionary tables (sometimes called logs) can help improve performance. Analytics Database does not delete system data on its own so you must manage the logs and tables yourself. Determine what you should archive and what you should delete as needed for your site. Use one of the methods mentioned in Methods for Maintaining Database Logs.