See the notes on Nginx in the Tornado docs:
http://tornado.readthedocs.org/en/stable/guide/running.html
Since one Tornado process can only take advantage of one CPU core (Edit: See updated docs for a development on this), use Nginx to load-balance multiple Tornado processes to use multiple cores Additionally, Nginx is likely a more efficient static file handler than Tornado.