I have to reckon you are saving images to within the catalog?.....
The only other real suggestion I could give is to not save your images within the catalog and rather link to them on your hard drive..
He mentioned "Even in case of managing only referenced pictures and and medium sized pre view pictures.", so it seems that he references the files instead of adding them to the catalog.