Mochiglobal from mochiweb is designed for exactly this kind of use case. Basically it will take your data structure and compile it into a module, so the data is shared (zero copy for module constants). Only works well on data structures that don't change often, but it sounds like that's what you have.
If your state is changing often implement your model/structure over ETS.
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