This is one of the basic joomla functions. You have to rename via ftp htaccess.txt to .htaccess in your joomla root directory and set:
System -> Global Configuration -> Search Engine Friendly Urls: Yes
System -> Global Configuration -> Use Url Rewriting: Yes
Then you have to connect your article into a menu item and set the alias to the value that your link want to be.
Good Luck!