Ankur, I run it on VPS with 512mb of RAM (linode.com), with file-based caching. Regular apache/php/mysql, nothuing fancy.
The main key here is to choose only plugins you will need and stay focused. More plugins you have more server resources you need (and time to manage sections as well). Sometimes even a small widget done incorrectly can eat a lot of resources.