That could be normal, depending if there are cron jobs, or if there are some actions on the website that trigger some heavy process. This can be produced by a plugin.
If you want to catch what it is, this is not going to be easy. You will need to gather the database queries and then analyze them, or try disabling some plugins and watch the behavior. Correlate this with website usage will be helpful too.