A common approach is to use lightweight forum software like MyBB or PunBB, which are known to be efficient with resources. For specifications, aim for at least 1GB RAM to comfortably run your web server, database, and forum software, especially if you anticipate future growth. Disk space isn't usually a major concern unless you expect many user attachments, so 10-20GB is often sufficient.