Embedding fonts in Latex / XMgrace / PDF toolchain

How to embed fonts in pdf files which are generated from latex and eps source under linux is nicely described here:
http://www.wkiri.com/today/?p=60

Be sure to disable the field "use device fonts" in the xmgrace printer settings when printing to eps