I have recently been playing around with ZoneMinder which is a linux app that provides video monitoring software. I have just set it up so I don't have any real feedback on reliability or anything, but I will say that getting a streaming web cam to work on Fedora was not straight forward. I ended up moving to Debian Sarge and then to Wheezy which seems like it is going to work very well.

Bill