Hi Hermonella,
Yeah, I've had similar stuff happen to me.. for me the issue was both a DVD with some surface damage in just the wrong place, and also a failing USB DVD drive.
Does this issue happen with other hardware (try what ever spare PC/Laptop you have lying around)?
Could you burn yourself a new DVD (with a burner which you know is reliable?
Cheers,
Alex