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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 language | English |
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Article number | 114278 |
Journal | Theoretical Computer Science |
Volume | 982 |
Early online date | 8 Nov 2023 |
DOIs | |
Publication status | Published - 8 Jan 2024 |
MoE publication type | A1 Journal article-refereed |
Keywords
- Computational complexity
- Distributed graph algorithms
- Fractional matching
- Maximal matching
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Dive into the research topics of 'Distributed half-integral matching and beyond'. Together they form a unique fingerprint.Projects
- 1 Finished
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LocalMend /Suomela: Local Checking, Solving, and MendingNew Perspectives of Distributed Computing (LocalMend)
Suomela, J. (Principal investigator), Lievonen, H. (Project Member), Melnyk, D. (Project Member), Vahidi, H. (Project Member), Studeny, J. (Project Member) & Akbari, A. (Project Member)
01/09/2020 → 31/08/2024
Project: Academy of Finland: Other research funding