> I'm looking for a package with which I can design Data Flow Diagrams 
> (DFD), Entity Relationship Diagrams (ERD), etc.

(GNOME) Dia has a toolset for ER diagrams. It is not too pretty, but it 
works. If you want high-quality output, it is better to look at graphviz 
or plain-old pic.

-- Daniel