ASP is a MICROSOFT technology and only runs on Microsoft's IIS web server.
There USED to be a product from Sun that would do this, but Sun discontinued it a couple of years back. http://www.sun.com/software/chilisoft/index.xml
Even then, Sun only supported it on Sun computers.
Sorry, but if you are going to run Linux you will have to use PHP or JSP.