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Distributed (Δ+1)-Coloring in Graphs of Bounded Neighborhood Independence

Title: Distributed (Δ+1)-Coloring in Graphs of Bounded Neighborhood Independence
Authors: Fuchs, Marc; Kuhn, Fabian
Contributors: Marc Fuchs and Fabian Kuhn
Publisher Information: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
Publication Year: 2026
Collection: DROPS - Dagstuhl Research Online Publication Server (Schloss Dagstuhl - Leibniz Center for Informatics )
Subject Terms: distributed computing; distributed graph algorithms; graph coloring; list coloring; defective coloring
Description: The distributed coloring problem is arguably one of the key problems studied in the area of distributed graph algorithms. The most standard variant of the problem asks for a proper vertex coloring of a graph with Δ+1 colors, where Δ is the maximum degree of the graph. Despite an immense amount of work on distributed coloring problems in the distributed setting, determining the deterministic complexity of (Δ+1)-coloring in the standard message passing model remains one of the most important open questions of the area. In the LOCAL model, it is known that (Δ+1)-coloring requires Ω(log^* n) rounds even in paths and rings (i.e., when Δ = 2). For general graphs, the problem is known to be solvable in Õ(log^{5/3}n) rounds and in O(√{ΔlogΔ} + log^* n) rounds when expressing the complexity as a function of Δ and with an optimal dependency on n. In the present paper, we aim to improve our understanding of the deterministic complexity of (Δ+1)-coloring as a function of Δ in a special family of graphs for which significantly faster algorithms are already known. The neighborhood independence θ of a graph is the maximum number of pairwise non-adjacent neighbors of some node of the graph. Notable examples of graphs of bounded neighborhood independence are line graphs of graphs and bounded-rank hypergraphs. It is known that the (2Δ-1)-edge coloring problem and therefore the (Δ+1)-coloring problem in line graphs of graphs can be solved in O(log^{12}Δ+log^* n) rounds. In general, in graphs of neighborhood independence θ = O(1), it is known that (Δ+1)-coloring can be solved in 2^{O(√{logΔ})}+O(log^* n) rounds. In the present paper, we significantly improve the latter result, and we show that in graphs of neighborhood independence θ, a (Δ+1)-coloring can be computed in (θ⋅logΔ)^{O(log logΔ / log log logΔ)}+O(log^* n) rounds and thus in quasipolylogarithmic time in Δ as long as θ is at most polylogarithmic in Δ. Our algorithm can be seen as a generalization of an existing similar, but slightly weaker result for (2Δ-1)-edge ...
Document Type: article in journal/newspaper; conference object
File Description: application/pdf
Language: English
Relation: Is Part Of LIPIcs, Volume 361, 29th International Conference on Principles of Distributed Systems (OPODIS 2025); https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.OPODIS.2025.23
DOI: 10.4230/LIPIcs.OPODIS.2025.23
Availability: https://doi.org/10.4230/LIPIcs.OPODIS.2025.23; https://nbn-resolving.org/urn:nbn:de:0030-drops-251968; https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.OPODIS.2025.23
Rights: https://creativecommons.org/licenses/by/4.0/legalcode
Accession Number: edsbas.171F3205
Database: BASE