A Meta-Theorem for Distributed Certification

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Algorithmica Pub Date : 2023-10-25 DOI:10.1007/s00453-023-01185-1
Pierre Fraigniaud, Pedro Montealegre, Ivan Rapaport, Ioan Todinca
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Abstract

Distributed certification, whether it be proof-labeling schemes, locally checkable proofs, etc., deals with the issue of certifying the legality of a distributed system with respect to a given boolean predicate. A certificate is assigned to each process in the system by a non-trustable oracle, and the processes are in charge of verifying these certificates, so that two properties are satisfied: completeness, i.e., for every legal instance, there is a certificate assignment leading all processes to accept, and soundness, i.e., for every illegal instance, and for every certificate assignment, at least one process rejects. The verification of the certificates must be fast, and the certificates themselves must be small. A large quantity of results have been produced in this framework, each aiming at designing a distributed certification mechanism for specific boolean predicates. This paper presents a “meta-theorem”, applying to many boolean predicates at once. Specifically, we prove that, for every boolean predicate on graphs definable in the monadic second-order (MSO) logic of graphs, there exists a distributed certification mechanism using certificates on \(O(\log ^2n)\) bits in n-node graphs of bounded treewidth, with a verification protocol involving a single round of communication between neighbors.

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分布式认证元定理
分布式认证,无论是证明标记方案、本地可检查证明等,都是针对给定的布尔谓词,处理认证分布式系统合法性的问题。系统中的每个进程都由一个不可信的oracle分配一个证书,进程负责验证这些证书,从而满足两个属性:完整性,即对于每个合法实例,都有一个证书分配导致所有进程都接受;健全性,即对于每个非法实例,以及每个证书分配,至少有一个进程拒绝接受。证书的验证必须快速,证书本身必须小巧。在这一框架下产生了大量成果,每个成果都旨在为特定布尔谓词设计分布式认证机制。本文提出了一个同时适用于多个布尔谓词的 "元定理"。具体来说,我们证明了,对于每一个可在图的一元二阶(MSO)逻辑中定义的图上的布尔谓词,都存在一种分布式认证机制,该机制在有界树宽的 n 节点图中使用 \(O(\log ^2n)\)比特上的证书,验证协议只涉及邻居之间的一轮通信。
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来源期刊
Algorithmica
Algorithmica 工程技术-计算机:软件工程
CiteScore
2.80
自引率
9.10%
发文量
158
审稿时长
12 months
期刊介绍: Algorithmica is an international journal which publishes theoretical papers on algorithms that address problems arising in practical areas, and experimental papers of general appeal for practical importance or techniques. The development of algorithms is an integral part of computer science. The increasing complexity and scope of computer applications makes the design of efficient algorithms essential. Algorithmica covers algorithms in applied areas such as: VLSI, distributed computing, parallel processing, automated design, robotics, graphics, data base design, software tools, as well as algorithms in fundamental areas such as sorting, searching, data structures, computational geometry, and linear programming. In addition, the journal features two special sections: Application Experience, presenting findings obtained from applications of theoretical results to practical situations, and Problems, offering short papers presenting problems on selected topics of computer science.
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