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Consensus dynamics: An overview
The term distributed system typically refers to a set of entities, called nodes, connected by
point-topoint communication links. The set of nodes together with the set of links form a …
point-topoint communication links. The set of nodes together with the set of links form a …
Stabilizing consensus with many opinions
We consider the following distributed consensus problem: Each node in a complete
communication network of size n initially holds an opinion, which is chosen arbitrarily from a …
communication network of size n initially holds an opinion, which is chosen arbitrarily from a …
An analysis of avalanche consensus
A family of leaderless, decentralized consensus protocols, called Snow consensus was
introduced in a recent whitepaper by Yin et al. These protocols address limitations of …
introduced in a recent whitepaper by Yin et al. These protocols address limitations of …
Plurality consensus in the gossip model
Abstract We study Plurality Consensus in the Model over a network of n anonymous agents.
Each agent supports an initial opinion or color. We assume that at the onset, the number of …
Each agent supports an initial opinion or color. We assume that at the onset, the number of …
A polylogarithmic gossip algorithm for plurality consensus
Consider n anonymous nodes each initially supporting an opinion in {1, 2,…, k} and
suppose that they should all learn the opinion with the largest support. Per round, each node …
suppose that they should all learn the opinion with the largest support. Per round, each node …
Nearly-tight analysis for 2-choice and 3-majority consensus dynamics
We present improved analyses for two of the well-studied randomized dynamics of
stabilizing consensus, namely 2-choice and 3-majority. The resulting bounds are tight up to …
stabilizing consensus, namely 2-choice and 3-majority. The resulting bounds are tight up to …
Phase transitions of the k-majority dynamics in a biased communication model
Consider a graph where each of the n nodes is in one of two possible states, say or. Herein,
we analyze the synchronous k-majoritydynamics, where nodes sample k neighbors …
we analyze the synchronous k-majoritydynamics, where nodes sample k neighbors …
Balanced allocations with the choice of noise
We consider the allocation of m balls (jobs) into n bins (servers). In the standard Two-Choice
process, at each step t= 1, 2,..., m we first sample two randomly chosen bins, compare their …
process, at each step t= 1, 2,..., m we first sample two randomly chosen bins, compare their …
Fast plurality consensus in regular expanders
Pull voting is a classic method to reach consensus among $ n $ vertices with differing
opinions in a distributed network: each vertex at each step takes on the opinion of a random …
opinions in a distributed network: each vertex at each step takes on the opinion of a random …
Asynchronous opinion dynamics in social networks
Opinion spreading in a society decides the fate of elections, the success of products, and the
impact of political or social movements. A prominent model to study opinion formation …
impact of political or social movements. A prominent model to study opinion formation …