We all know that Apache powers a majority of today's internet. An alternative lightweight open source web server, lighttpd, is fast gaining popularity specially with the Web 2.0 folks such as YouTube, wikipedia and meebo.
Bill Lubanovic of ONLamp.com has a tutorial on installing and configuring lighttpd. I recommend that you check it out and try it. It definitely will lessen the load on your server. :)