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Decentralized learning has gained great popularity to improve learning efficiency and preserve data privacy. Each computing node makes equal contribution to collaboratively learn a Deep Learning model. The elimination of centralized…

机器学习 · 计算机科学 2021-10-22 Shangwei Guo , Tianwei Zhang , Han Yu , Xiaofei Xie , Lei Ma , Tao Xiang , Yang Liu

This paper introduces Slipstream, a Byzantine Fault Tolerance (BFT) protocol where nodes concurrently propose blocks to be added to a Directed Acyclic Graph (DAG) and aim to agree on block ordering. Slipstream offers two types of block…

分布式、并行与集群计算 · 计算机科学 2025-04-23 Nikita Polyanskii , Sebastian Muller , Mayank Raikwar

Population protocols model information spreading and computation in network systems where pairwise node exchanges are determined by an external random scheduler and nodes have small memory. Most of the population protocols in the literature…

分布式、并行与集群计算 · 计算机科学 2024-02-06 Costas Busch , Dariusz R. Kowalski

Decentralized Finance (DeFi) has emerged as a contemporary competitive as well as complementary to traditional centralized finance systems. As of 23rd January 2024, per Defillama approximately USD 55 billion is the total value locked on the…

计算机科学中的逻辑 · 计算机科学 2024-03-26 M. Praveen , Raghavendra Ramesh , Isaac Doidge

Critical infrastructures increasingly rely on interconnected and software-driven Cyber-Physical Systems (CPS), exposing operational processes to both accidental failures and sophisticated adversarial behavior. While Byzantine Fault Tolerant…

分布式、并行与集群计算 · 计算机科学 2026-04-21 Tadeu Freitas , João Soares , Rolando Martins

State-of-the-art asynchronous Byzantine fault-tolerant (BFT) protocols, such as HoneyBadgerBFT, BEAT, and Dumbo, have shown a performance comparable to partially synchronous BFT protocols. This paper studies two practical directions in…

分布式、并行与集群计算 · 计算机科学 2021-08-24 Chao Liu , Sisi Duan , Haibin Zhang

Securing blockchain-enabled IoT networks against sophisticated adversarial attacks remains a critical challenge. This paper presents a trust-based delegated consensus framework integrating Fully Homomorphic Encryption (FHE) with…

密码学与安全 · 计算机科学 2025-12-30 Soham Padia , Dhananjay Vaidya , Ramchandra Mangrulkar

Blockchain consensus is a state whereby each node in a network agrees on the current state of the blockchain. Existing protocols achieve consensus via a contest or voting procedure to select one node as a dictator to propose new blocks.…

理论经济学 · 经济学 2022-06-22 Joshua S. Gans , Richard Holden

Blockchains face inherent limitations when communicating outside their own ecosystem, largely due to the Byzantine Fault Tolerant (BFT) 3f+1 security model. Trusted Execution Environments (TEEs) are a promising mitigation because they allow…

理论经济学 · 经济学 2025-11-06 Alex Shamis , Matt Stephenson , Linfeng Zhou

Since the inception of Bitcoin, cryptocurrencies and the underlying blockchain technology have attracted an increasing interest from both academia and industry. Among various core components, consensus protocol is the defining technology…

密码学与安全 · 计算机科学 2020-02-21 Yang Xiao , Ning Zhang , Wenjing Lou , Y. Thomas Hou

Most state machine replication protocols are either based on the 40-years-old Byzantine Fault Tolerance (BFT) theory or the more recent Nakamoto's longest chain design. Longest chain protocols, designed originally in the Proof-of-Work (PoW)…

密码学与安全 · 计算机科学 2020-11-24 Songze Li , David Tse

Multi-Byzantine Fault Tolerant (Multi-BFT) consensus allows multiple consensus instances to run in parallel, resolving the leader bottleneck problem inherent in classic BFT consensus. However, the global ordering of Multi-BFT consensus…

分布式、并行与集群计算 · 计算机科学 2025-03-04 Hanzheng Lyu , Shaokang Xie , Jianyu Niu , Ivan Beschastnikh , Yinqian Zhang , Mohammad Sadoghi , Chen Feng

In this paper, we propose a modularized framework for communication processes applicable to crash and Byzantine fault-tolerant consensus protocols. We abstract basic communication components and show that the communication process of the…

分布式、并行与集群计算 · 计算机科学 2025-02-18 Yuetai Li , Zhangchen Xu , Yiqi Wang , Zihan Zhou , Lei Zhang , Jon Crowcroft

Low Earth Orbit (LEO) satellite constellations are evolving from communication relays into autonomous platforms operating in increasingly congested and contested environments. Since uplinks to ground stations can be severed or jammed,…

分布式、并行与集群计算 · 计算机科学 2026-05-12 Tianyi Sun , Shuo Liu , Minghui Xu , Xiuzhen Cheng

Operators of low-Earth-orbit (LEO) non-geostationary satellite networks, also known as mega-constellations, are required by current regulations to share all available satellite spectrum. This paper proposes a consensus mechanism to…

网络与互联网体系结构 · 计算机科学 2024-10-29 Arman Mollakhani , Dongning Guo

Decentralized blockchain platforms have enabled the secure exchange of crypto-assets without the intermediation of trusted authorities. To this purpose, these platforms rely on a peer-to-peer network of byzantine nodes, which…

密码学与安全 · 计算机科学 2023-06-22 Massimo Bartoletti , Letterio Galletta , Maurizio Murgia

Consensus is one of the most fundamental distributed computing problems. In particular, it serves as a building block in many replication based fault-tolerant systems and in particular in multiple recent blockchain solutions. Depending on…

分布式、并行与集群计算 · 计算机科学 2019-08-08 Yehonatan Buchnik , Roy Friedman

This paper presents Twins, an automated unit test generator of Byzantine attacks. Twins implements three types of Byzantine behaviors: (i) leader equivocation, (ii) double voting, and (iii) losing internal state such as forgetting 'locks'…

密码学与安全 · 计算机科学 2022-01-17 Shehar Bano , Alberto Sonnino , Andrey Chursin , Dmitri Perelman , Zekun Li , Avery Ching , Dahlia Malkhi

It is a common belief that Byzantine fault-tolerant solutions for consensus are significantly slower than their crash fault-tolerant counterparts. Indeed, in PBFT, the most widely known Byzantine fault-tolerant consensus protocol, it takes…

分布式、并行与集群计算 · 计算机科学 2021-07-28 Petr Kuznetsov , Andrei Tonkikh , Yan X Zhang

Some blockchain networks employ a distributed consensus algorithm featuring Byzantine fault tolerance. Notably, certain public chains, such as Cosmos and Tezos, which operate on a proof-of-stake mechanism, have adopted this algorithm. While…

分布式、并行与集群计算 · 计算机科学 2024-07-23 Akihiro Fujihara
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