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Almost global problems in the LOCAL model

Authors: Alkida Balliu; Sebastian Brandt 0002; Dennis Olivetti; Jukka Suomela;

Almost global problems in the LOCAL model

Abstract

AbstractThe landscape of the distributed time complexity is nowadays well-understood for subpolynomial complexities. When we look at deterministic algorithms in the $$\mathsf {LOCAL}$$ LOCAL model and locally checkable problems ($$\mathsf {LCL}$$ LCL s) in bounded-degree graphs, the following picture emerges: There are lots of problems with time complexities of $$\varTheta (\log ^* n)$$ Θ ( log ∗ n ) or $$\varTheta (\log n)$$ Θ ( log n ) . It is not possible to have a problem with complexity between $$\omega (\log ^* n)$$ ω ( log ∗ n ) and $$o(\log n)$$ o ( log n ) . In general graphs, we can construct $$\mathsf {LCL}$$ LCL problems with infinitely many complexities between $$\omega (\log n)$$ ω ( log n ) and $$n^{o(1)}$$ n o ( 1 ) . In trees, problems with such complexities do not exist. However, the high end of the complexity spectrum was left open by prior work. In general graphs there are $$\mathsf {LCL}$$ LCL problems with complexities of the form $$\varTheta (n^\alpha )$$ Θ ( n α ) for any rational $$0 < \alpha \le 1/2$$ 0 < α ≤ 1 / 2 , while for trees only complexities of the form $$\varTheta (n^{1/k})$$ Θ ( n 1 / k ) are known. No $$\mathsf {LCL}$$ LCL problem with complexity between $$\omega (\sqrt{n})$$ ω ( n ) and o(n) is known, and neither are there results that would show that such problems do not exist. We show that: In general graphs, we can construct $$\mathsf {LCL}$$ LCL problems with infinitely many complexities between $$\omega (\sqrt{n})$$ ω ( n ) and o(n). In trees, problems with such complexities do not exist. Put otherwise, we show that any $$\mathsf {LCL}$$ LCL with a complexity o(n) can be solved in time $$O(\sqrt{n})$$ O ( n ) in trees, while the same is not true in general graphs.

Countries
Germany, Germany, Finland, Switzerland
Keywords

FOS: Computer and information sciences, Distributed complexity theoryDistributed complexity theory, Analysis of algorithms and problem complexity, LOCAL model, Modes of computation (nondeterministic, parallel, interactive, probabilistic, etc.), 004, Distributed complexity theory; Locally checkable labellings; LOCAL model, locally checkable labellings, Computer Science - Distributed, Parallel, and Cluster Computing, distributed complexity theory, Distributed complexity theory; locally checkable labellings; LOCAL model, Graph theory (including graph drawing) in computer science, Distributed algorithms, Distributed complexity theory, Distributed, Parallel, and Cluster Computing (cs.DC), Locally checkable labellings, ddc: ddc:004

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
11
Top 10%
Average
Top 10%
Green
hybrid