If it is specifically for deploying web services, go for Ubuntu server. Ask yourself, for what purpose you want to use Ubuntu? This is the main differentiator between Ubuntu desktop and server. But in the simplest of scenario, even 512 MB or 1 GB of RAM could work. If a web application requires at least 2 GB of RAM, you should have that much of RAM. The RAM and disk space on the server is subjected to the web service you run. As a result, you can easily run Ubuntu server on a machine with 512 MB and 5 GB of disk space. The command line interface does not consume a lot of system resources. This is where it gets interesting for Ubuntu server. Since the desktop edition features a graphical user interface, you need at least 4 GB of RAM to run Ubuntu desktop. You have to explicitly enable SSH on Ubuntu desktop. Ubuntu server has SSH preconfigured so that you can easily connect to it from remote systems. Some applications are also configured differently. Ubuntu server has applications that are more tailored for running web services.
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