Alan's suggestion is alomst there. If you were to store the session data in a database under a unique ID and then you could pass that ID as a GET parameter in the URL. It's not secure but it would work.
Cookies won't work (see my first comment). Cookies are only sent back to the server that set them. If your servers are both in the same domain then cookies will work, but I don't think this is the case.