I unplugged the DVD drive and the computer booted!
Unfortunately I had no time to try if it booted when having a DVD drive as primary slave. But even if it works that way, I'm not satisfied... I wanna use it as a secondary master.
I'll probably reset the BIOS and see if it changes anything...