You cannot manage AWS domains. You need to have your own domain first and use Route 53 or any other DNS provider to create an A record pointing to this specific EC2 instance.
Before creating the A record however you will need to provision an Elastic IP and assign it to your EC2. Please keep in mind that every account starts out with only 5 Elastic IPs and if you need more you will have to get in touch with Amazon for approval.