Visitors download the full size of media files instead of downloading the resized version from serve

The system uses the resized versions of media files only if you use the permanent URLs. Please see the settings in:

Site manager -> Settings -> Media libraries -> Site: <your site> -> Use permanent URLs

If the checkbox is unchecked it does not use the resized images from disk. If you check the checkbox it can greatly improve the page performance.