Near-Optimal Distributed Dominating Set in Bounded Arboricity Graphs

June 10, 2022 Β· Declared Dead Β· πŸ› Distributed computing

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Authors Michal Dory, Mohsen Ghaffari, Saeed Ilchi arXiv ID 2206.05174 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DC Citations 6 Venue Distributed computing Last Checked 4 months ago
Abstract
We describe a simple deterministic $O( \varepsilon^{-1} \log Ξ”)$ round distributed algorithm for $(2Ξ±+1)(1 + \varepsilon)$ approximation of minimum weighted dominating set on graphs with arboricity at most $Ξ±$. Here $Ξ”$ 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, Moscibroda, and Wattenhofer JACM'16]. Our algorithm improves on all the previous results (that work only for unweighted graphs) including a randomized $O(Ξ±^2)$ approximation in $O(\log n)$ rounds [Lenzen and Wattenhofer DISC'10], a deterministic $O(Ξ±\log Ξ”)$ approximation in $O(\log Ξ”)$ rounds [Lenzen and Wattenhofer DISC'10], a deterministic $O(Ξ±)$ approximation in $O(\log^2 Ξ”)$ rounds [implicit in Bansal and Umboh IPL'17 and Kuhn, Moscibroda, and Wattenhofer SODA'06], and a randomized $O(Ξ±)$ approximation in $O(Ξ±\log n)$ rounds [Morgan, Solomon and Wein DISC'21]. We also provide a randomized $O(Ξ±\logΞ”)$ round distributed algorithm that sharpens the approximation factor to $Ξ±(1+o(1))$. 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 $Ξ±- 1 - \varepsilon$ approximation [Bansal and Umboh IPL'17].
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