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Data replication is crucial for enabling fault tolerance and uniform low latency in modern decentralized applications. Replicated Data Types (RDTs) have emerged as a principled approach for developing replicated implementations of basic…

编程语言 · 计算机科学 2025-02-28 Vimala Soundarapandian , Kartik Nagar , Aseem Rastogi , KC Sivaramakrishnan

Distributed systems designed to serve clients across the world often make use of geo-replication to attain low latency and high availability. Conflict-free Replicated Data Types (CRDTs) allow the design of predictable multi-master…

分布式、并行与集群计算 · 计算机科学 2017-10-13 Carlos Baquero , Paulo Sergio Almeida , Ali Shoker

Conflict-free replicated data types (CRDTs) are a promising tool for designing scalable, coordination-free distributed systems. However, constructing correct CRDTs is difficult, posing a challenge for even seasoned developers. As a result,…

编程语言 · 计算机科学 2022-09-23 Shadaj Laddad , Conor Power , Mae Milano , Alvin Cheung , Joseph M. Hellerstein

CRDTs are distributed data types that make eventual consistency of a distributed object possible and non ad-hoc. Specifically, state-based CRDTs ensure convergence through disseminating the en- tire state, that may be large, and merging it…

分布式、并行与集群计算 · 计算机科学 2015-03-04 Paulo Sérgio Almeida , Ali Shoker , Carlos Baquero

Although an ever-growing number of applications employ deep learning based systems for prediction, decision-making, or state estimation, almost no certification processes have been established that would allow such systems to be deployed in…

机器学习 · 计算机科学 2024-03-25 Romeo Valentin

The complexity of software in embedded systems has increased significantly over the last years so that software verification now plays an important role in ensuring the overall product quality. In this context, SAT-based bounded model…

软件工程 · 计算机科学 2009-11-20 Lucas Cordeiro , Bernd Fischer , Joao Marques-Silva

A CRDT is a data type whose operations commute when they are concurrent. Replicas of a CRDT eventually converge without any complex concurrency control. As an existence proof, we exhibit a non-trivial CRDT: a shared edit buffer called…

分布式、并行与集群计算 · 计算机科学 2009-07-07 Mihai Letia , Nuno Preguiça , Marc Shapiro

In Opportunistic Networks (OppNets), the dissemination of information can only rely on transient pairwise radio contacts between mobile devices (peers). Designing distributed applications that can run in such conditions is a challenge, but…

分布式、并行与集群计算 · 计算机科学 2026-05-22 Frédéric Guidec , Yves Mahéo

In testing of software and Internet of Things (IoT) systems, one of necessary type of tests has to verify the consistency of data that are processed and stored in the system. The Data Cycle Test technique can effectively do such tests. The…

软件工程 · 计算机科学 2020-11-24 Miroslav Bures , Vaclav Rechtberger

We introduce Coordination-free Collaborative Replication (CCR), a new method for maintaining consistency across replicas in distributed systems without requiring explicit coordination messages. CCR automates conflict resolution, contrasting…

分布式、并行与集群计算 · 计算机科学 2024-12-17 Masato Takeichi

Fault-tolerant distributed algorithms are central for building reliable spatially distributed systems. Unfortunately, the lack of a canonical precise framework for fault-tolerant algorithms is an obstacle for both verification and…

形式语言与自动机理论 · 计算机科学 2012-10-16 Annu John , Igor Konnov , Ulrich Schmid , Helmut Veith , Josef Widder

Digital collaboration systems support asynchronous work over replicated data, where conflicts arise when concurrent operations cannot be unambiguously integrated into a shared history. While Conflict-Free Replicated Data Types (CRDTs)…

分布式、并行与集群计算 · 计算机科学 2026-05-14 Georgii Semenov , Vitaly Aksenov

Consensus protocols are fundamental in distributed systems as they enable software with strong consistency properties. However, designing optimized protocols for specific use-cases under certain system assumptions is typically a laborious…

编程语言 · 计算机科学 2025-04-09 Julian Haas , Ragnar Mogk , Annette Bieniusa , Mira Mezini

We explore the property of equivocation tolerance for Conflict-Free Replicated Data Types (CRDTs). We show that a subclass of CRDTs is equivocation-tolerant and can thereby cope with any number of Byzantine faults: Without equivocation…

分布式、并行与集群计算 · 计算机科学 2021-10-11 Florian Jacob , Saskia Bayreuther , Hannes Hartenstein

Distributed systems adopt weak consistency to ensure high availability and low latency, but state convergence is hard to guarantee due to conflicts. Experts carefully design replicated data types (RDTs) that resemble sequential data types…

编程语言 · 计算机科学 2024-12-09 Kevin De Porre , Carla Ferreira , Elisa Gonzalez Boix

We study Merkle-DAGs as a transport and persistence layer for Conflict-Free Replicated Data Types (CRDTs), coining the term Merkle-CRDTs and providing an overview of the different concepts, properties, advantages and limitations involved.…

网络与互联网体系结构 · 计算机科学 2020-04-29 Hector Sanjuan , Samuli Poyhtari , Pedro Teixeira , Ioannis Psaras

Many applications model their data in a general-purpose storage format such as JSON. This data structure is modified by the application as a result of user input. Such modifications are well understood if performed sequentially on a single…

分布式、并行与集群计算 · 计算机科学 2017-08-16 Martin Kleppmann , Alastair R. Beresford

***** This design is a duplicate of a Causal Length Set (see notes in the comments). We leave nonetheless the original paper here because the proofs are referred to in another submission.***** The 2P-Set Conflict-Free Replicated Data Type…

分布式、并行与集群计算 · 计算机科学 2023-05-29 Erick Lavoie

Commutative Replicated Data-Type (CRDT) is a new class of algorithms that ensures scalable consistency of replicated data. It has been successfully applied to collaborative editing of texts without complex concurrency control. In this…

数据库 · 计算机科学 2010-10-19 Stéphane Martin , Pascal Urso , Stéphane Weiss

Penetration testing is an essential means of proactive defense in the face of escalating cybersecurity incidents. Traditional manual penetration testing methods are time-consuming, resource-intensive, and prone to human errors. Current…

密码学与安全 · 计算机科学 2024-09-24 Yunfei Ge , Quanyan Zhu