Okay, Problem resolved. To restore a ~5MB Database from Remote Backups (not inkremental) you have to free up huge amounts of space on your server.
With the issue, I had 50GB of free space. That wasn't enough to restore 5MB. And maybe the disk space is also the reason, why the logs were empty in...