Most of the server can be categorized into Windows or Linux.

Unless you brought the whole server, you will not able to install programs that need Administrator/root rights. So you have to select the server that support your requirements, that is if you need ASP or ASP.NET go for Windows Servers, if you need PHP and Perl, better go for Linux Servers.