You need to include everything that you mentioned and others such as cellphones, power, cooling and any IT infrastructure related expenses as well.You not only to budget them, you need to efficiently track the IT expenses as well.

There are some interesting blog posts on this link...

http://www.infrasage.com/index.php/blog