Without realizing the time it would take to complete, I issued the command sudo /usr/libexec/locate.updatedb . What happens if I kill the process?
No. It just runs find command in the background to collect all file names and then it creates file name database from it. In any case you can simply rebuild the database by running
sudo rm -r /var/db/locate.database

and then
sudo /usr/libexec/locate.updatedb

in order to use locate command.