It is NOT located in /etc/apache2/httpd.conf anymore. The conf file can be found here.
/etc/apache2/apache2.conf
A good GUI tool for editing the conf file is one called rapache. It can be installed via the following command.
sudo apt-get install rapache
It is located in Applications > System Tools > rapache
