Step 1: download Epson L110 driver on Epson's official website (you need to press the accept button to see all available files) http://download.ebz.epson.net/dsc/du/02/DriverDownloadInfo.do?LG2=EN&CN2=SG&CTI=4&PRN=L350%20Series&OSC=LX
Step 2: select your system architechture (download only .rpm files)
Step 3: open your terminal
Step 4: su -
Step 5: cd Downloads (or wherever you placed your downloaded files)
Step 6: yum localinstall your-downloaded-file.rpm
(ex. yum localinstall epson-inkjet-printer-201207w-1.0.0-1lsb3.2.x86_64.rpm)
Step 7: tada! your Epson Printer Driver is now installed! You can now see the Epson L110 driver when you are installing your printer!
** Notes **
You need to install the driver for the printer to work properly, before I used Epson NX100 driver on an Epson L100 printer and it works fine, if you used the same driver on the L110, when you are printing a document, it will simply feed and eject your paper for many many times, maybe infinite!
If somehow you cannot download from the link above, leave a comment and your email and i'll email to you a copy of the files, both i486 and x86_64