Incompatible applications
From DreamHost
Magento
On the shared hosting servers, you may not be able to run Magento (an open source e-commerce platform), since it potentially uses a large amount of RAM, per their System Requirements.
However, you should be able to run Magento on a Virtual Private Server (VPS) with no issues, since you can allocate as much RAM as you need for your server.