It appears that in my case using "Download Archive" "No" doesn't work (also checked the suggested server settings but they appeared to be ok), probably due to the server mod_fcgid settings. But selecting "Yes" "Download Archive" does the trick!

When using the download option the total time for backing up the database + all files takes about 20 seconds and isn't interrupted by the server.