After the default normal installation of Ubuntu, here are the additional steps I need to do to have a Apache-PHP-MySQL Server.
SSH Server (for my remote access)
sudo apt-get install ssh
Database Server
sudo apt-get install mysql-server
Apache HTTP Server
sudo apt-get install apache2
PHP for Apache HTTP Server
sudo apt-get install php4
MYSQL for Apache HTTP Server
sudo apt-get install libapache2-mod-auth-mysql
sudo apt-get install php4-mysql
Note: Ubuntu 8.04 "Hardy Heron" update is here