Ebon-Hawk: I had no idea some people experienced this type of problem...
Is it something to do with the layer setup or DRM used?
Nothing to do with DRM, it's how the discs were pressed.
Some DVD drive's lasers have trouble reading and extracting the data.
Crysis Maximum Edition suffered really badly from this, and so does this game, unfortunately.
With Crysis, the drive would screech and make loud noises trying to install the game from DVD.
Installation would either eventually fail with a CRC/component error, or it would take ages to extract/install a single file.
With some drives, it would install perfectly and without issue.
Exchanging the DVD for another doesn't do anything, you have to use a workaround or a different drive.