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The concept of distributed consensus originated in the 1970s and gained widespread attention following Leslie Lamport's influential publication on the Byzantine Generals Problem in the 1980s. Over the past five decades, distributed…

分布式、并行与集群计算 · 计算机科学 2025-05-13 Huanyu Wu , Chentao Yue , Yixuan Fan , Yonghui Li , Lei Zhang

This paper explores the problem of reaching approximate consensus in synchronous point-to-point networks, where each pair of nodes is able to communicate with each other directly and reliably. We consider the mobile Byzantine fault model…

分布式、并行与集群计算 · 计算机科学 2017-07-25 Lewis Tseng

We present a solution to consensus on a torus with Byzantine faults. Any solution to classic consensus that is tolerant to $f$ Byzantine faults requires $2f+1$ node-disjoint paths. Due to limited torus connectivity, this bound necessitates…

分布式、并行与集群计算 · 计算机科学 2023-08-10 Joseph Oglio , Kendric Hood , Gokarna Sharma , Mikhail Nesterenko

Multi-party data management and blockchain systems require data sharing among participants. To provide resilient and consistent data sharing, transactions engines rely on Byzantine FaultTolerant consensus (BFT), which enables operations…

数据库 · 计算机科学 2021-02-24 Suyash Gupta , Jelle Hellings , Sajjad Rahnama , Mohammad Sadoghi

Given a network in which some pairs of nodes can communicate freely, and some subsets of the nodes could be faulty and colluding to disrupt communication, when can messages reliably be sent from one given node to another? We give a new…

分布式、并行与集群计算 · 计算机科学 2015-03-11 Adam Hesterberg , Andrea Lincoln , Jayson Lynch

Byzantine Fault Tolerant (BFT) consensus, a cornerstone of blockchain technology, has seen significant advancements. While existing BFT protocols ensure security guarantees, they often suffer from efficiency challenges, particularly under…

分布式、并行与集群计算 · 计算机科学 2025-04-15 Qingming Zeng , Mo Li , Ximing Fu , Chuanyi Liu , Hui Jiang

Ensuring that an AI system behaves reliably and as intended, especially in the presence of unexpected faults or adversarial conditions, is a complex challenge. Inspired by the field of Byzantine Fault Tolerance (BFT) from distributed…

分布式、并行与集群计算 · 计算机科学 2026-04-30 John deVadoss , Matthias Artzt

The cost of Byzantine Fault Tolerant (BFT) storage is the main concern preventing its adoption in practice. This cost stems from the need to maintain at least 3t+1 replicas in different storage servers in the asynchronous model, so that t…

分布式、并行与集群计算 · 计算机科学 2014-02-14 Christian Cachin , Dan Dobre , Marko Vukolic

We address the problem of reaching consensus in the presence of Byzantine faults. In particular, we are interested in investigating the impact of messages relay on the network connectivity for a correct iterative approximate Byzantine…

分布式、并行与集群计算 · 计算机科学 2015-04-17 Lili Su , Nitin Vaidya

In this paper, we give a deterministic two-step Byzantine consensus protocol that achieves safety and liveness. A two-step Byzantine consensus protocol only needs two communication steps to commit in the absence of faults. Most two-step…

分布式、并行与集群计算 · 计算机科学 2019-11-26 Tung-Wei Kuo , Kung Chen

The parallel Byzantine Fault Tolerant (BFT) protocol is viewed as a promising solution to address the consensus scalability issue of the permissioned blockchain. One of the main challenges in parallel BFT is the view change process that…

分布式、并行与集群计算 · 计算机科学 2026-01-15 Yifei Xie , Btissam Er-Rahmadi , Xiao Chen , Tiejun Ma , Jane Hillston

Arma is a Byzantine Fault Tolerant (BFT) consensus system designed to achieve linear scalability across all hardware resources: network bandwidth, CPU, and disk I/O. As opposed to preceding BFT protocols, Arma separates the dissemination…

分布式、并行与集群计算 · 计算机科学 2023-12-22 Yacov Manevich

In this paper, we challenge the conventional approach of state machine replication systems to design deterministic agreement protocols in the eventually synchronous communication model. We first prove that no such protocol can guarantee…

分布式、并行与集群计算 · 计算机科学 2021-08-06 Alexander Spiegelman

Byzantine fault-tolerant systems have been researched for more than four decades, and although shown possible early, the solutions were impractical for a long time. With PBFT the first practical solution was proposed in 1999 and spawned new…

分布式、并行与集群计算 · 计算机科学 2021-01-13 Thomas Loruenser , Benjamin Rainer , Florian Wohner

Byzantine Fault Tolerance (BFT) enables correct operation of distributed, i.e., replicated applications in the face of malicious take-over and faulty/buggy individual instances. Recently, BFT designs have gained traction in the context of…

网络与互联网体系结构 · 计算机科学 2019-08-15 Ermin Sakic , Nemanja Deric , Endri Goshi , Wolfgang Kellerer

One of the most celebrated problems of fault-tolerant distributed computing is the consensus problem. It was shown to abstract a myriad of problems in which processes have to agree on a single value. Consensus applications include…

分布式、并行与集群计算 · 计算机科学 2022-09-13 Romaric Duvignau , Michel Raynal , Elad Michael Schiller

Byzantine Fault-Tolerant (BFT) protocols have recently been extensively used by decentralized data management systems with non-trustworthy infrastructures, e.g., permissioned blockchains. BFT protocols cover a broad spectrum of design…

分布式、并行与集群计算 · 计算机科学 2022-08-05 Mohammad Javad Amiri , Chenyuan Wu , Divyakant Agrawal , Amr El Abbadi , Boon Thau Loo , Mohammad Sadoghi

Self-stabilization is a versatile approach to fault-tolerance since it permits a distributed system to recover from any transient fault that arbitrarily corrupts the contents of all memories in the system. Byzantine tolerance is an…

分布式、并行与集群计算 · 计算机科学 2010-05-31 Swan Dubois , Toshimitsu Masuzawa , Sébastien Tixeuil

Numerous distributed tasks have to be handled in a setting where a fraction of nodes behaves Byzantine, that is, deviates arbitrarily from the intended protocol. Resilient, deterministic protocols rely on the detection of majorities to…

分布式、并行与集群计算 · 计算机科学 2025-02-10 Philipp Schneider

The distributed transaction commit problem requires reaching agreement on whether a transaction is committed or aborted. The classic Two-Phase Commit protocol blocks if the coordinator fails. Fault-tolerant consensus algorithms also reach…

分布式、并行与集群计算 · 计算机科学 2007-05-23 Jim Gray , Leslie Lamport