Dynamic Probabilistic Reliable Broadcast
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Byzantine reliable broadcast is a primitive that allows a set of processes to agree on a message broadcast by a dedicated source process, even when some of them are malicious (Byzantine). It guarantees that no two correct processes deliver different messages, and if a message is delivered by a correct process, every correct process eventually delivers one. The primitive is known not to scale, as it requires Ω(n^2) message exchanges, where n is the number of system members. The quadratic cost can be explained by the inherent need for every process to relay a message to every other process. In this paper, we explore ways to overcome this limitation, by casting the problem to the probabilistic setting. We propose a solution in which every broadcast message is validated by a small set of witnesses, which allows us to maintain low latency and small communication complexity. In order to tolerate a slow adaptive adversary, we dynamically select witnesses through a novel use of locality-preserving hash functions. Our simulations demonstrate significant scalability gains of our solution with respect to existing protocols.
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