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In many applications, nodes in a network desire not only a consensus, but an optimal one. To date, a family of subgradient algorithms have been proposed to solve this problem under general convexity assumptions. This paper shows that, for…

最优化与控制 · 数学 2011-02-11 Jie Lu , Choon Yik Tang , Paul R. Regier , Travis D. Bow

Certificate Transparency (CT) requires that every CA-issued TLS certificate must be publicly logged. While a CT log need not be trusted in theory, it relies on the assumption that every client observes and cryptographically verifies the…

密码学与安全 · 计算机科学 2019-04-19 Rasmus Dahlberg , Tobias Pulls , Jonathan Vestin , Toke Høiland-Jørgensen , Andreas Kassler

This paper focuses on non-asymptotic diffusion time in asynchronous gossip protocols. Asynchronous gossip protocols are designed to perform distributed computation in a network of nodes by randomly exchanging messages on the associated…

机器学习 · 统计学 2021-11-22 David Picard , Jérôme Fellus , Stéphane Garnier

The Bitcoin P2P network currently represents a reference benchmark for modern cryptocurrencies. Its underlying protocol defines how transactions and blocks are distributed through all participating nodes. To protect user privacy, the…

密码学与安全 · 计算机科学 2021-09-02 Federico Franzoni , Vanesa Daza

Gossip algorithms are widely used to solve the distributed consensus problem, but issues can arise when nodes receive multiple signals either at the same time or before they are able to finish processing their current work load.…

系统与控制 · 计算机科学 2013-01-15 Christopher D. Hollander , Annie S. Wu

Broadcasting and gossiping are fundamental communication tasks in networks. In broadcasting,one node of a network has a message that must be learned by all other nodes. In gossiping, every node has a (possibly different) message, and all…

分布式、并行与集群计算 · 计算机科学 2015-10-22 Kokouvi Hounkanli , Andrzej Pelc

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

By the distributed averaging problem is meant the problem of computing the average value of a set of numbers possessed by the agents in a distributed network using only communication between neighboring agents. Gossiping is a well-known…

最优化与控制 · 数学 2016-12-28 Ji Liu , Shaoshuai Mou , A. Stephen Morse , Brian D. O. Anderson , Changbin Yu

In the first part of the paper, we have studied the computational privacy risks in distributed computing protocols against local or global dynamics eavesdroppers, and proposed a Privacy-Preserving-Summation-Consistent (PPSC) mechanism as a…

系统与控制 · 计算机科学 2019-02-20 Yang Liu , Junfeng Wu , Ian Manchester , Guodong Shi

Wireless Sensor Networks (WSNs) generate massive amount of live data and events sensed through dispersedly deployed tiny sensors. This generated data needed to be disseminate to the sink with slight consumption of network resources. One of…

网络与互联网体系结构 · 计算机科学 2010-08-05 Nomica Imran , Salman Khan , Imran Rao

A gossip protocol is a procedure for spreading secrets among a group of agents, using a connection graph. The goal is for all agents to get to know all secrets, in which case we call the execution of the protocol successful. We consider…

离散数学 · 计算机科学 2018-09-28 Hans van Ditmarsch , Jan van Eijck , Pere Pardo , Rahim Ramezanian , François Schwarzentruber

Gossip Learning (GL) is a decentralized learning paradigm where users iteratively exchange and aggregate models with a small set of neighboring peers. Recent GL approaches rely on dynamic communication graphs built and maintained using…

机器学习 · 计算机科学 2025-04-25 Yacine Belal , Mohamed Maouche , Sonia Ben Mokhtar , Anthony Simonet-Boulogne

This paper presents greedy gossip with eavesdropping (GGE), a novel randomized gossip algorithm for distributed computation of the average consensus problem. In gossip algorithms, nodes in the network randomly communicate with their…

分布式、并行与集群计算 · 计算机科学 2015-05-14 Deniz Ustebay , Boris Oreshkin , Mark Coates , Michael Rabbat

Gossip protocols are popular methods for average consensus problems in distributed computing. We prove new convergence guarantees for a variety of such protocols, including path, clique, and synchronous pairwise gossip. These arise by…

最优化与控制 · 数学 2021-10-28 Jamie Haddock , Benjamin Jarman , Chen Yap

Gossip protocols form the basis of many smart collective adaptive systems. They are a class of fully decentralised, simple but robust protocols for the distribution of information throughout large scale networks with hundreds or thousands…

性能 · 计算机科学 2020-04-17 Nicolas Gast , Diego Latella , Mieke Massink

We present a family of gossiping algorithms whose members share the same structure though they vary their performance in function of a combinatorial parameter. We show that such parameter may be considered as a "knob" controlling the amount…

分布式、并行与集群计算 · 计算机科学 2015-06-09 Vincenzo De Florio , Chris Blondia

Bots, in recent times, have posed a major threat to enterprise networks. With the distributed nature of the way in which botnets operate, the problems faced by enterprises have become acute. A bot is a program that operates as an agent for…

密码学与安全 · 计算机科学 2012-07-03 Manoj Rameshchandra Thakur

Spam poses a growing threat to blockchain networks. Adversaries can easily create multiple accounts to flood transaction pools, inflating fees and degrading service quality. Existing defenses against spam, such as fee markets and staking…

密码学与安全 · 计算机科学 2025-09-30 Rowdy Chotkan , Bulat Nasrulin , Jérémie Decouchant , Johan Pouwelse

Network partitions pose fundamental challenges to distributed name resolution in mobile ad-hoc networks (MANETs) and edge computing. Existing solutions either require active coordination that fails to scale, or use unstructured gossip with…

网络与互联网体系结构 · 计算机科学 2026-03-10 Priyanka Sinha , Dilys Thomas

Efficient and reliable block propagation on the Bitcoin network is vital for ensuring the scalability of this peer-to-peer network. To this end, several schemes have been proposed over the last few years to speed up the block propagation,…

密码学与安全 · 计算机科学 2018-03-20 Nabeel Younis , Muhammad Anas Imtiaz , David Starobinski , Ari Trachtenberg