MessagePack provides a high performance library for compact binary-based object serialization which has fast implementations to support several languages. It also supports an RPC solution.
You should also take a look at BERT http://bert-rpc.org/ if you are interested in these kinds of software packages.
Our application is server to server so compact and fast solutions are an important aspect of our design.
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