Two links where I posted the result. Initially my own question:
Is it possible to stop Craft from logging so much?
You need to configure app.php and set the variable 'logVars' =>  This removes all variables like $_SERVER, $_GET etc. from being logged.
Also you want to exclude the class which logs all ...