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Near-optimal distributed dominating set in bounded arboricity graphs.

Authors :
Dory, Michal
Ghaffari, Mohsen
Ilchi, Saeed
Source :
Distributed Computing. Dec2024, Vol. 37 Issue 4, p387-398. 12p.
Publication Year :
2024

Abstract

We describe a simple deterministic O (ε - 1 log Δ) round distributed algorithm for (2 α + 1) (1 + ε) approximation of minimum weighted dominating set on graphs with arboricity at most α . Here Δ denotes the maximum degree. We also show a lower bound proving that this round complexity is nearly optimal even for the unweighted case, via a reduction from the celebrated KMW lower bound on distributed vertex cover approximation (Kuhn et al. in JACM 63:116, 2016). Our algorithm improves on all the previous results (that work only for unweighted graphs) including a randomized O (α 2) approximation in O (log n) rounds (Lenzen et al. in International symposium on distributed computing, Springer, 2010), a deterministic O (α log Δ) approximation in O (log Δ) rounds (Lenzen et al. in international symposium on distributed computing, Springer, 2010), a deterministic O (α) approximation in O (log 2 Δ) rounds (implicit in Bansal et al. in Inform Process Lett 122:21–24, 2017; Proceeding 17th symposium on discrete algorithms (SODA), 2006), and a randomized O (α) approximation in O (α log n) rounds (Morgan et al. in 35th International symposiumon distributed computing, 2021). We also provide a randomized O (α log Δ) round distributed algorithm that sharpens the approximation factor to α (1 + o (1)) . If each node is restricted to do polynomial-time computations, our approximation factor is tight in the first order as it is NP-hard to achieve α - 1 - ε approximation (Bansal et al. in Inform Process Lett 122:21-24, 2017). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01782770
Volume :
37
Issue :
4
Database :
Academic Search Index
Journal :
Distributed Computing
Publication Type :
Academic Journal
Accession number :
180734940
Full Text :
https://doi.org/10.1007/s00446-023-00447-z