How large is the install file? And, if .NET 3.5/4.5 aren't installed on the server it'll try and reach out to Microsoft to grab them, which could have been the case.
Did you make any progress since you posted?
The file I downloaded was 1.7gb.
It's fine - I fixed it myself. I just added a network to my VM and downloaded it.