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Canonical have documentation on how to achieve this with VNC. You can follow this here: https://ubuntu.com/tutorials/ubuntu-desktop-aws#1-overview
1
You can install GNOME desktop environment on Ubuntu. (sudo apt install -y ubuntu-desktop && sudo apt install -y gdm3
)
For remote access, you can use xrdp or vnc. I suggest you try NICE DCV as it is more secure, fast and has a HTML5 web client.
To install GNOME, refer to Prerequisites for Linux NICE DCV servers. NICE DCV server can be installed as per documentation. Alternatively, you can create a Ubuntu EC2 instance with GUI and NICE DCV using this GitHub cloudformation template.
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There is a more updated tutorial here: https://discourse.ubuntu.com/t/launch-ubuntu-desktop-mantic-minotaur-on-ec2/40529