Lighttpd is geared for speed, and has a smaller footprint than Apache. Having a decreased footprint is critical when the server is in high stress situations and when available hardware is scarce. Popular websites such as Youtube and Imageshack who receive great amounts of traffic each minute are served up by Lighttpd.
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