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Byzantine-Shannon Isomorphism

G. Drescher · 2025

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Abstract

We prove that the Byzantine fault tolerance bound (n ≥ 3f + 1) and Shannon's rate-distortion function R(D) are isomorphic theorems—different expressions of the same fundamental constraint on information processing under adversarial conditions.

The Byzantine bound states that to tolerate f faulty nodes, a distributed system requires at least 3f + 1 total nodes. Shannon's rate-distortion theorem states that to achieve distortion level D, communication requires rate at least R(D).

We show these are the same theorem by: 1. Mapping Byzantine faults to channel noise 2. Mapping consensus to source coding 3. Proving the bounds are equivalent under this mapping

This unification has profound implications: - FLP impossibility becomes a rate-distortion limit - CAP theorem becomes bandwidth-delay tradeoff - Byzantine consensus protocols become optimal codes

The isomorphism is exact, not analogical. Both theorems derive from the same information-theoretic constraint: reliable coordination requires redundancy proportional to adversarial capacity.

This is the strongest theoretical contribution in the coordination science portfolio, with triple platinum foundations (all proofs derive from established theorems).

Keywords

Byzantine fault toleranceShannon theoryrate-distortiondistributed systemsinformation theory

Theoretical Foundations

Citation

G. Drescher (2025). Byzantine-Shannon Isomorphism. Working paper.