Distributed half-integral matching and beyond

Sameep Dahal, Jukka Suomela*

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

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Abstract

By prior work, it is known that any distributed graph algorithm that finds a maximal matching requires Ω(log⁡n) communication rounds, while it is possible to find a maximal fractional matching in O(1) rounds in bounded-degree graphs. However, all prior O(1)-round algorithms for maximal fractional matching use arbitrarily fine-grained fractional values. In particular, none of them is able to find a half-integral solution, using only values from [Formula presented]. We show that the use of fine-grained fractional values is necessary, and moreover we give a complete characterization on exactly how small values are needed: if we consider maximal fractional matching in graphs of maximum degree Δ=2d, and any distributed graph algorithm with round complexity T(Δ) that only depends on Δ and is independent of n, we show that the algorithm has to use fractional values with a denominator at least 2d. We give a new algorithm that shows that this is also sufficient.

Original languageEnglish
Article number114278
JournalTheoretical Computer Science
Volume982
Early online date8 Nov 2023
DOIs
Publication statusPublished - 8 Jan 2024
MoE publication typeA1 Journal article-refereed

Keywords

  • Computational complexity
  • Distributed graph algorithms
  • Fractional matching
  • Maximal matching

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