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We consider the average-consensus problem in a multi-node network of finite size. Communication between nodes is modeled by a sequence of directed signals with arbitrary communication delays. Four distributed algorithms that achieve…

分布式、并行与集群计算 · 计算机科学 2011-06-23 Kevin Topley , Vikram Krishnamurthy

Byzantine fault-tolerant (BFT) protocols allow a group of replicas to come to a consensus even when some of the replicas are Byzantine faulty. There exist multiple BFT protocols to securely tolerate an optimal number of faults $t$ under…

密码学与安全 · 计算机科学 2021-11-09 Peiyao Sheng , Gerui Wang , Kartik Nayak , Sreeram Kannan , Pramod Viswanath

In the high-stakes race to develop more scalable blockchains, some platforms (Binance, Cosmos, EOS, TRON, etc.) have adopted committee-based consensus (CBC) protocols, whereby the blockchain's record-keeping rights are entrusted to a…

密码学与安全 · 计算机科学 2022-12-02 Alon Benhaim , Brett Hemenway Falk , Gerry Tsoukalas

Consensus is becoming increasingly important in wireless networks. Partially synchronous BFT consensus, a significant branch of consensus, has made considerable progress in wired networks. However, its implementation in wireless networks,…

网络与互联网体系结构 · 计算机科学 2024-12-10 Shuo Liu , Minghui Xu , Yuezhou Zheng , Yifei Zou , Wangjie Qiu , Gang Qu , Xiuzhen Cheng

Machine learning over fully distributed data poses an important problem in peer-to-peer (P2P) applications. In this model we have one data record at each network node, but without the possibility to move raw data due to privacy…

机器学习 · 计算机科学 2012-06-07 Róbert Ormándi , István Hegedüs , Márk Jelasity

With the rapid growth of hyperconnected devices and decentralized data architectures, safeguarding Internet of Things (IoT) transactions is becoming increasingly challenging. Blockchain presents a promising solution, yet its effectiveness…

分布式、并行与集群计算 · 计算机科学 2025-11-14 Sokratis Vavilis , Harris Niavis , Konstantinos Loupos

A source node updates its status as a point process and also forwards its updates to a network of observer nodes. Within the network of observers, these updates are forwarded as point processes from node to node. Each node wishes its…

信息论 · 计算机科学 2021-02-08 Roy D. Yates

In recent years, there has been increasing recognition of the benefits of having services provide auditable logs of data, as demonstrated by the deployment of Certificate Transparency and the development of other transparency projects. Most…

密码学与安全 · 计算机科学 2020-11-10 Sarah Meiklejohn , Pavel Kalinnikov , Cindy S. Lin , Martin Hutchinson , Gary Belvin , Mariana Raykova , Al Cutter

Consider a connected network of agents endowed with local cost functions representing private objectives. Agents seek to find an agreement on some minimizer of the aggregate cost, by means of repeated communications between neighbors.…

最优化与控制 · 数学 2013-09-30 Walid Ben-Ameur , Pascal Bianchi , Jérémie Jakubowicz

We focus on the well-studied problem of distributed overlay network construction. We consider a synchronous gossip-based communication model where in each round a node can send a message of small size to another node whose identifier it…

分布式、并行与集群计算 · 计算机科学 2023-11-30 Fabien Dufoulon , Michael Moorman , William K. Moses , Gopal Pandurangan

Consensus algorithms play a critical role in blockchains and directly impact their performance. During consensus processing, nodes need to validate and order the pending transactions into a new block, which requires verifying the…

密码学与安全 · 计算机科学 2023-05-29 Wanxin Li , Collin Meese , Mark Nejad , Hao Guo

In recent times, a considerable amount of work has been devoted to the development and analysis of gossip algorithms in Geometric Random Graphs. In a recently introduced model termed "Geographic Gossip," each node is aware of its position…

多智能体系统 · 计算机科学 2007-07-16 Hariharan Narayanan

The practical Byzantine fault tolerant (PBFT) consensus protocol is one of the basic consensus protocols in the development of blockchain technology. At the same time, the PBFT consensus protocol forms a basis for some other important BFT…

性能 · 计算机科学 2023-06-21 Yan-Xia Chang , Qing Wang , Quan-Lin Li , Yaqian Ma

We design and analyze gossip algorithms for networks with correlated data. In these networks, either the data to be distributed, the data already available at the nodes, or both, are correlated. This model is applicable for a variety of…

信息论 · 计算机科学 2012-02-09 Bernhard Haeupler , Asaf Cohen , Chen Avin , Muriel Médard

As Byzantine Fault Tolerant (BFT) protocols begin to be used in permissioned blockchains for user-facing applications such as payments, it is crucial that they provide low latency. In pursuit of low latency, some recently proposed BFT…

分布式、并行与集群计算 · 计算机科学 2026-01-08 Daniel Qian , Xiyu Hao , Jinkun Geng , Yuncheng Yao , Aurojit Panda , Jinyang Li , Anirudh Sivaraman

Modern high-throughput BFT consensus protocols use streamlined push-pull mechanisms to disseminate blocks and keep happy-path performance optimal. Yet state-of-the-art designs lack a principled and efficient way to exchange blocks, which…

密码学与安全 · 计算机科学 2025-11-20 Tasos Kichidis , Lefteris Kokoris-Kogias , Arun Koshy , Ilya Sergey , Alberto Sonnino , Mingwei Tian , Jianting Zhang

This paper considers the average consensus problem on a network of digital links, and proposes a set of algorithms based on pairwise ''gossip'' communications and updates. We study the convergence properties of such algorithms with the goal…

最优化与控制 · 数学 2011-07-25 Ruggero Carli , Fabio Fagnani , Paolo Frasca , Sandro Zampieri

SURFACE, standing for Secure, Use-case adaptive, and Relatively Fork-free Approach of Chain Extension, is a consensus algorithm that is designed for real-world networks and enjoys the benefits from both the Nakamoto consensus and Byzantine…

分布式、并行与集群计算 · 计算机科学 2020-08-17 Zhijie Ren , Ziheng Zhou

A gossip process is an iterative process in a multi-agent system where only two neighboring agents communicate at each iteration and update their states. The neighboring condition is by convention described by an undirected graph. In this…

最优化与控制 · 数学 2021-10-19 Xudong Chen , Mohamed-Ali Belabbas , Ji Liu

Inconsistent outputs and hallucinations from large language models (LLMs) are major obstacles to reliable AI systems. When different proprietary reasoning models (RMs), such as those by OpenAI, Google, Anthropic, DeepSeek, and xAI, are…

人工智能 · 计算机科学 2025-05-07 Kolawole E. Ogunsina , Morayo A. Ogunsina