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In this article, we investigate the solvability of $k$-set agreement among $n$ processes in distributed systems prone to different types of process failures. Specifically, we explore two scenarios: synchronous message-passing systems prone…

分布式、并行与集群计算 · 计算机科学 2023-11-21 Delporte-Gallet Carole , Fauconnier Hugues , Safir Mouna

Despite of being quite similar agreement problems, consensus and general k-set agreement require surprisingly different techniques for proving the impossibility in asynchronous systems with crash failures: Rather than relatively simple…

分布式、并行与集群计算 · 计算机科学 2015-03-19 Martin Biely , Peter Robinson , Ulrich Schmid

The theory of distributed computing, lagging in its development behind practice, has been biased in its modelling by employing mechanisms within the model mimicking reality. Reality means, processors can fail. But theory is about predicting…

分布式、并行与集群计算 · 计算机科学 2016-07-06 Danny Dolev , Eli Gafni

Message-passing models of distributed computing vary along numerous dimensions: degree of synchrony, kind of faults, number of faults... Unfortunately, the sheer number of models and their subtle distinctions hinder our ability to design a…

分布式、并行与集群计算 · 计算机科学 2018-11-13 Adam Shimi , Aurélie Hurault , Philippe Quéinnec

We propose a new distributed-computing model, inspired by permissionless distributed systems such as Bitcoin and Ethereum, that allows studying permissionless consensus in a mathematically regular setting. Like in the sleepy model of Pass…

分布式、并行与集群计算 · 计算机科学 2023-10-10 Giuliano Losa , Eli Gafni

It has been proved that to implement a linearizable shared memory in synchronous message-passing systems it is necessary to wait for a time proportional to the uncertainty in the latency of the network for both read and write operations,…

分布式、并行与集群计算 · 计算机科学 2016-08-01 Matthieu Perrin , Matoula Petrolia , Achour Mostefaoui , Claude Jard

To implement a linearizable shared memory in synchronous message-passing systems it is necessary to wait for a time linear to the uncertainty in the latency of the network for both read and write operations. Waiting only for one of them…

分布式、并行与集群计算 · 计算机科学 2016-07-28 Matthieu Perrin , Matoula Petrolia , Achour Mostefaoui , Claude Jard

The $k$-set agreement problem is a generalization of the consensus problem. Namely, assuming each process proposes a value, each non-faulty process has to decide a value such that each decided value was proposed, and no more than $k$…

分布式、并行与集群计算 · 计算机科学 2015-07-03 Zohir Bouzid , Michel Raynal , Pierre Sutra

We investigate the minimal number of failures that can partition a system where processes communicate both through shared memory and by message passing. We prove that this number precisely captures the resilience that can be achieved by…

分布式、并行与集群计算 · 计算机科学 2020-12-22 Hagit Attiya , Sweta Kumari , Noa Schiller

The paper studies the problem of reaching agreement in a distributed message-passing system prone to crash failures. Crashes are generated by \constrained\ adversaries - a \wadapt\ adversary, who has to fix in advance the set of $f$…

分布式、并行与集群计算 · 计算机科学 2019-05-20 Dariusz R. Kowalski , Jaroslaw Mirek

We consider synchronous dynamic networks which like radio networks may have asymmetric communication links, and are affected by communication rather than processor failures. In this paper we investigate the minimal message survivability in…

分布式、并行与集群计算 · 计算机科学 2012-03-29 Yehuda Afek , Eli Gafni

In this work, message authentication over noisy channels is studied. The model developed in this paper is the authentication theory counterpart of Wyner's wiretap channel model. Two types of opponent attacks, namely impersonation attacks…

信息论 · 计算机科学 2008-02-20 Lifeng Lai , Hesham El Gamal , H. Vincent Poor

Almost all adversarial attacks are formulated to add an imperceptible perturbation to an image in order to fool a model. Here, we consider the opposite which is adversarial examples that can fool a human but not a model. A large enough and…

计算机视觉与模式识别 · 计算机科学 2022-08-26 Ali Borji

This short paper presents a necessary condition for Byzantine $k$-set agreement in (synchronous or asynchronous) message-passing systems and asynchronous shared memory systems where the processes communicate through atomic single-writer…

分布式、并行与集群计算 · 计算机科学 2015-12-22 Zohir Bouzid , Damien Imbs , Michel Raynal

Deep learning models are known to be vulnerable to adversarial examples. A practical adversarial attack should require as little as possible knowledge of attacked models. Current substitute attacks need pre-trained models to generate…

密码学与安全 · 计算机科学 2020-04-01 Mingyi Zhou , Jing Wu , Yipeng Liu , Xiaolin Huang , Shuaicheng Liu , Xiang Zhang , Ce Zhu

While the very first consensus protocols for the synchronous model were designed to match the worst-case lower bound, deciding in exactly t+1 rounds in all runs, it was soon realized that they could be strictly improved upon by early…

分布式、并行与集群计算 · 计算机科学 2013-11-28 Armando Castañeda , Yannai A. Gonczarowski , Yoram Moses

In this paper we consider the k-set agreement problem in distributed message-passing systems using a round-based approach: Both synchrony of communication and failures are captured just by means of the messages that arrive within a round,…

分布式、并行与集群计算 · 计算机科学 2016-11-18 Martin Biely , Peter Robinson , Ulrich Schmid

A key way to construct complex distributed systems is through modular composition of linearizable concurrent objects. A prominent example is shared registers, which have crash-tolerant implementations on top of message-passing systems,…

分布式、并行与集群计算 · 计算机科学 2021-08-31 Hagit Attiya , Constantin Enea , Jennifer Welch

In distributed computing, multiple processes interact to solve a problem together. The main model of interaction is the message-passing model, where processes communicate by exchanging messages. Nevertheless, there are several models…

分布式、并行与集群计算 · 计算机科学 2023-06-22 Adam Shimi , Aurélie Hurault , Philippe Queinnec

Message passing neural networks have recently evolved into a state-of-the-art approach to representation learning on graphs. Existing methods perform synchronous message passing along all edges in multiple subsequent rounds and consequently…

机器学习 · 计算机科学 2020-12-21 Julian Busch , Jiaxing Pi , Thomas Seidl
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