Distributed half-integral matching and beyond

THEORETICAL COMPUTER SCIENCE(2024)

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摘要
By prior work, it is known that any distributed graph algorithm that finds a maximal matching requires omega(log* n) communication rounds, while it is possible to find a maximal fractional matching in 0(1) rounds in bounded-degree graphs. However, all prior 0(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 {0, 21, 1}. 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 Delta = 2d, and any distributed graph algorithm with round complexity T(Delta) that only depends on Delta 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.
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关键词
Distributed graph algorithms,Computational complexity,Maximal matching,Fractional matching
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