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Lisp

Lisp seems great for describing certain classes of trading algorithm, but what about the underlying platform?

Underlying platform? Since it does sockets nicely no need for more.

Yeah -- I can see what you're getting at.

Perhaps Common Lisp? But why and how?

Why not? It is at least as fast as Java has all the networking tools. Yes common lisp.