Bug#919674: Solved: No further investigation needed.

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It was a broken USB-Stick as it seems, because with a different one
(same .iso) it runs through. Even if I have checked the usb-stick after
dd the .iso on it, and the .iso after download. Never had this kind of
isssue before.