Tami Reller confirms that Windows Blue will be officially known as Windows 8.1, and will be offered as a free update for existing Windows 8 users.
http://www.notebookcheck.net/Microsoft-confirms-Windows-8-1-as-a-free-update-for-existing-users.92620.0.html