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The Local Computation Algorithm (LCA) model is a popular model in the field of sublinear-time algorithms that measures the complexity of an algorithm by the number of probes the algorithm makes in the neighborhood of one node to determine…

数据结构与算法 · 计算机科学 2021-12-06 Sebastian Brandt , Christoph Grunau , Václav Rozhoň

Brooks' theorem states that all connected graphs but odd cycles and cliques can be colored with $\Delta$ colors, where $\Delta$ is the maximum degree of the graph. Such colorings have been shown to admit non-trivial distributed algorithms…

分布式、并行与集群计算 · 计算机科学 2025-03-07 Yann Bourreau , Sebastian Brandt , Alexandre Nolin

The main goal in distributed symmetry-breaking is to understand the locality of problems; i.e., the radius of the neighborhood that a node needs to explore in order to arrive at its part of a global solution. In this work, we study the…

分布式、并行与集群计算 · 计算机科学 2025-10-23 Seri Khoury , Manish Purohit , Aaron Schild , Joshua Wang

We give a randomized $\Delta$-coloring algorithm in the LOCAL model that runs in $\text{poly} \log \log n$ rounds, where $n$ is the number of nodes of the input graph and $\Delta$ is its maximum degree. This means that randomized…

数据结构与算法 · 计算机科学 2022-11-15 Manuela Fischer , Yannic Maus , Magnús M. Halldórsson

We give a fast algorithm for sampling uniform solutions of general constraint satisfaction problems (CSPs) in a local lemma regime. Suppose that the CSP has $n$ variables with domain size at most q, each constraint contains at most k…

数据结构与算法 · 计算机科学 2023-03-10 Kun He , Chunyang Wang , Yitong Yin

Very recently, Khoury and Schild [FOCS 2025] showed that any randomized LOCAL algorithm that solves maximal matching requires $\Omega(\min\{\log \Delta, \log_\Delta n\})$ rounds, where $n$ is the number of nodes in the graph and $\Delta$ is…

分布式、并行与集群计算 · 计算机科学 2025-11-21 Alkida Balliu , Filippo Casagrande , Francesco d'Amore , Dennis Olivetti

Kolla and Tulsiani [KT07,Kolla11} and Arora, Barak and Steurer [ABS10] introduced the technique of subspace enumeration, which gives approximation algorithms for graph problems such as unique games and small set expansion; the running time…

数据结构与算法 · 计算机科学 2012-12-11 Shayan Oveis Gharan , Luca Trevisan

By prior work, there is a distributed algorithm that finds a maximal fractional matching (maximal edge packing) in $O(\Delta)$ rounds, where $\Delta$ is the maximum degree of the graph. We show that this is optimal: there is no distributed…

分布式、并行与集群计算 · 计算机科学 2019-12-24 Mika Göös , Juho Hirvonen , Jukka Suomela

In this work, we study the Lov\'asz local lemma (LLL) problem in the area of distributed quantum computing, which has been the focus of attention of recent advances in quantum computing [STOC'24, STOC'25, STOC'25]. We prove a lower bound of…

分布式、并行与集群计算 · 计算机科学 2025-10-20 Sebastian Brandt , Tim Göttlicher

In the study of deterministic distributed algorithms it is commonly assumed that each node has a unique $O(\log n)$-bit identifier. We prove that for a general class of graph problems, local algorithms (constant-time distributed algorithms)…

分布式、并行与集群计算 · 计算机科学 2013-12-24 Mika Göös , Juho Hirvonen , Jukka Suomela

The celebrated Time Hierarchy Theorem for Turing machines states, informally, that more problems can be solved given more time. The extent to which a time hierarchy-type theorem holds in the distributed LOCAL model has been open for many…

分布式、并行与集群计算 · 计算机科学 2017-04-24 Yi-Jun Chang , Seth Pettie

The Sparsest Cut is a fundamental optimization problem that has been extensively studied. For planar inputs the problem is in $P$ and can be solved in $\tilde{O}(n^3)$ time if all vertex weights are $1$. Despite a significant amount of…

数据结构与算法 · 计算机科学 2020-07-07 Amir Abboud , Vincent Cohen-Addad , Philip N. Klein

We consider the problem of coloring graphs of maximum degree $\Delta$ with $\Delta$ colors in the distributed setting with limited bandwidth. Specifically, we give a $\mathsf{poly}\log\log n$-round randomized algorithm in the CONGEST model.…

数据结构与算法 · 计算机科学 2024-05-17 Yannic Maus , Magnús M. Halldórsson

Conditional lower bounds for dynamic graph problems has received a great deal of attention in recent years. While many results are now known for the fully-dynamic case and such bounds often imply worst-case bounds for the partially dynamic…

数据结构与算法 · 计算机科学 2016-05-04 Søren Dahlgaard

Finding the stability number of a graph, i.e., the maximum number of vertices of which no two are adjacent, is a well known NP-hard combinatorial optimization problem. Since this problem has several applications in real life, there is need…

最优化与控制 · 数学 2022-03-15 Elisabeth Gaar , Melanie Siebenhofer , Angelika Wiegele

We consider the distributed message-passing {LOCAL} model. In this model a communication network is represented by a graph where vertices host processors, and communication is performed over the edges. Computation proceeds in synchronous…

分布式、并行与集群计算 · 计算机科学 2012-05-01 Leonid Barenboim

Following the groundbreaking algorithm of Moser and Tardos for the Lovasz Local Lemma (LLL), there has been a plethora of results analyzing local search algorithms for various constraint satisfaction problems. The algorithms considered fall…

离散数学 · 计算机科学 2020-08-20 Dimitris Achlioptas , Fotis Iliopoulos , Alistair Sinclair

The $\Delta$-vertex coloring problem has become one of the prototypical problems for understanding the complexity of local distributed graph problems on constant-degree graphs. The major open problem is whether the problem can be solved…

分布式、并行与集群计算 · 计算机科学 2025-04-08 Manuel Jakob , Yannic Maus

In a recent breakthrough result, Balliu et al. [FOCS'19] proved a deterministic $\Omega(\min(\Delta,\log n /\log \log n))$-round and a randomized $\Omega(\min(\Delta,\log \log n/\log \log \log n))$-round lower bound for the complexity of…

分布式、并行与集群计算 · 计算机科学 2020-02-20 Sebastian Brandt , Dennis Olivetti

Given a subset S of vertices of an undirected graph G, the cut-improvement problem asks us to find a subset S that is similar to A but has smaller conductance. A very elegant algorithm for this problem has been given by Andersen and Lang…

数据结构与算法 · 计算机科学 2014-11-07 Lorenzo Orecchia , Zeyuan Allen Zhu