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Mathematical Analysis and Algorithms for Federated Byzantine Agreement Systems

2019/12/03 by André Gaul, Gaul, André, Ismail Khoffi +5 · 2 citations
Computer Science · #Advanced Database Systems and Queries #C.2.4 #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Parallel #and Cluster Computing (cs.DC)

paper · pdf · doi:10.48550/arxiv.1912.01365

openalex publication_date 2019/12/03 · openalex created_date 2019/12/13 · openalex updated_date 2026/07/28

Abstract

We give an introduction to federated Byzantine agreement systems (FBAS) with many examples ranging from small "academic" cases to the current Stellar network. We then analyze the main concepts from a mathematical and an algorithmic point of view. Based on work of Lachowski we derive algorithms for quorum enumeration, checking quorum intersection, and computing the intact nodes with respect to a given set of ill-behaved (Byzantine) nodes. We also show that from the viewpoint of the intactness probability of nodes, which we introduce in this paper, a hierarchical setup of nodes is inferior to an arrangement that we call a symmetric simple FBAS. All algorithms described in this paper are implemented in the Python package Stellar Observatory, which is also used in some of the computed examples.

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