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Graph coloring is fundamental to distributed computing. We give the first sub-logarithmic distributed algorithm for coloring cluster graphs. These graphs are obtained from the underlying communication network by contracting nodes and edges,…

分布式、并行与集群计算 · 计算机科学 2025-06-17 Maxime Flin , Magnus M. Halldorsson , Alexandre Nolin

Graph coloring problems are among the most fundamental problems in parallel and distributed computing, and have been studied extensively in both settings. In this context, designing efficient deterministic algorithms for these problems has…

数据结构与算法 · 计算机科学 2024-04-26 Sam Coy , Artur Czumaj , Peter Davies , Gopinath Mishra

The distributed coloring problem is at the core of the area of distributed graph algorithms and it is a problem that has seen tremendous progress over the last few years. Much of the remarkable recent progress on deterministic distributed…

分布式、并行与集群计算 · 计算机科学 2023-10-06 Marc Fuchs , Fabian Kuhn

In this paper we present a deterministic CONGEST algorithm to compute an $O(k\Delta)$-vertex coloring in $O(\Delta/k)+\log^* n$ rounds, where $\Delta$ is the maximum degree of the network graph and $1\leq k\leq O(\Delta)$ can be freely…

数据结构与算法 · 计算机科学 2023-02-28 Yannic Maus

We study the $(\Delta+1)$-edge-coloring problem in the parallel $\left(\mathrm{PRAM}\right)$ model of computation. The celebrated Vizing's theorem [Viz64] states that every simple graph $G = (V,E)$ can be properly $(\Delta+1)$-edge-colored.…

数据结构与算法 · 计算机科学 2026-01-21 Michael Elkin , Ariel Khuzman

We give deterministic distributed $(1+\epsilon)$-approximation algorithms for Minimum Vertex Coloring and Maximum Independent Set on chordal graphs in the LOCAL model. Our coloring algorithm runs in $O(\frac{1}{\epsilon} \log n)$ rounds,…

数据结构与算法 · 计算机科学 2018-05-15 Christian Konrad , Viktor Zamaraev

Graph coloring is one of the central problems in distributed graph algorithms. Much of the research on this topic has focused on coloring with $\Delta+1$ colors, where $\Delta$ denotes the maximum degree. Using $\Delta+1$ colors may be…

数据结构与算法 · 计算机科学 2017-08-24 Mohsen Ghaffari , Christiana Lymouri

We develop an algorithmic framework for graph colouring that reduces the problem to verifying a local probabilistic property of the independent sets. With this we give, for any fixed $k\ge 3$ and $\varepsilon>0$, a randomised…

数据结构与算法 · 计算机科学 2020-04-16 Ewan Davies , Ross J. Kang , François Pirot , Jean-Sébastien Sereni

Over the years, there has been extensive work on fully dynamic algorithms for classic graph problems that admit greedy solutions. Examples include $(\Delta+1)$ vertex coloring, maximal independent set, and maximal matching. For all three…

数据结构与算法 · 计算机科学 2025-01-22 Soheil Behnezhad , Rajmohan Rajaraman , Omer Wasim

The complexity of distributed edge coloring depends heavily on the palette size as a function of the maximum degree $\Delta$. In this paper we explore the complexity of edge coloring in the LOCAL model in different palette size regimes. 1.…

分布式、并行与集群计算 · 计算机科学 2018-04-20 Yi-Jun Chang , Qizheng He , Wenzheng Li , Seth Pettie , Jara Uitto

It is a well known fact that sequential algorithms which exhibit a strong "local" nature can be adapted to the distributed setting given a legal graph coloring. The running time of the distributed algorithm will then be at least the number…

分布式、并行与集群计算 · 计算机科学 2018-05-15 Ken-ichi Kawarabayashi , Gregory Schwartzman

We present a deterministic distributed algorithm that computes a $(2\Delta-1)$-edge-coloring, or even list-edge-coloring, in any $n$-node graph with maximum degree $\Delta$, in $O(\log^7 \Delta \log n)$ rounds. This answers one of the…

数据结构与算法 · 计算机科学 2017-04-11 Manuela Fischer , Mohsen Ghaffari , Fabian Kuhn

The problem of (vertex) $(\Delta+1)$-coloring a graph of maximum degree $\Delta$ has been extremely well-studied over the years in various settings and models. Surprisingly, for the dynamic setting, almost nothing was known until recently.…

数据结构与算法 · 计算机科学 2019-10-07 Sayan Bhattacharya , Fabrizio Grandoni , Janardhan Kulkarni , Quanquan C. Liu , Shay Solomon

Graph coloring is one of the most famous computational problems with applications in a wide range of areas such as planning and scheduling, resource allocation, and pattern matching. So far coloring problems are mostly studied on static…

离散数学 · 计算机科学 2019-06-12 George B. Mertzios , Hendrik Molter , Viktor Zamaraev

Recoloring a graph is about finding a sequence of proper colorings of this graph from an initial coloring $\sigma$ to a target coloring $\eta$. Adding the constraint that each pair of consecutive colorings must differ on exactly one vertex,…

离散数学 · 计算机科学 2023-09-27 Nicolas Bousquet , Laurent Feuilloley , Marc Heinrich , Mikaël Rabie

Vizing's theorem asserts the existence of a $(\Delta+1)$-edge coloring for any graph $G$, where $\Delta = \Delta(G)$ denotes the maximum degree of $G$. Several polynomial time $(\Delta+1)$-edge coloring algorithms are known, and the…

数据结构与算法 · 计算机科学 2024-08-05 Sayan Bhattacharya , Martín Costa , Nadav Panski , Shay Solomon

Vizing showed that it suffices to color the edges of a simple graph using $\Delta + 1$ colors, where $\Delta$ is the maximum degree of the graph. However, up to this date, no efficient distributed edge-coloring algorithms are known for…

数据结构与算法 · 计算机科学 2019-04-11 Hsin-Hao Su , Hoa T. Vu

This paper is centered on the complexity of graph problems in the well-studied LOCAL model of distributed computing, introduced by Linial [FOCS '87]. It is widely known that for many of the classic distributed graph problems (including…

数据结构与算法 · 计算机科学 2017-10-31 Mohsen Ghaffari , Fabian Kuhn , Yannic Maus

Numerous sophisticated local algorithm were suggested in the literature for various fundamental problems. Notable examples are the MIS and $(\Delta+1)$-coloring algorithms by Barenboim and Elkin [6], by Kuhn [22], and by Panconesi and…

分布式、并行与集群计算 · 计算机科学 2015-12-12 Amos Korman , Jean-Sébastien Sereni , Laurent Viennot

$ \renewcommand{\tilde}{\widetilde} $We present an $\tilde{O}(\log^2 n)$ round deterministic distributed algorithm for the maximal independent set problem. By known reductions, this round complexity extends also to maximal matching,…

数据结构与算法 · 计算机科学 2023-03-29 Mohsen Ghaffari , Christoph Grunau