If you are voting absentee in Pennsylvania, you MUST apply for your ballot by October 28th.  Go here to print out the application, and then mail it to the Philadelphia Board of Elections Office: 

http://www.dos.state.pa.us/voting/cwp/view.asp?a=1193&q=442991.