Yeah that's the amount of RAM I've got. However, I don't think that's the problem because, I think I've said this, I rendered a certain file and it finished the job after 3 hours. Now, I'm trying to render the same file and after 5- 9 minutes, the computer freezes.

I've just recently reinstalled my graphics driver (it's the same I've had last time). Nothing's changed though.