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Ramsey Spanning Trees and Their Applications

Authors: Michael Elkin; Ittai Abraham; Arnold Filtser; Ofer Neiman; Shiri Chechik;

Ramsey Spanning Trees and Their Applications

Abstract

The metric Ramsey problem asks for the largest subset S of a metric space that can be embedded into an ultrametric (more generally into a Hilbert space) with a given distortion. Study of this problem was motivated as a non-linear version of Dvoretzky theorem. Mendel and Naor [29] devised the so-called Ramsey Partitions to address this problem, and showed the algorithmic applications of their techniques to approximate distance oracles and ranking problems. In this article, we study the natural extension of the metric Ramsey problem to graphs, and introduce the notion of Ramsey Spanning Trees . We ask for the largest subset S ⊆ V of a given graph G =( V , E ), such that there exists a spanning tree of G that has small stretch for S . Applied iteratively, this provides a small collection of spanning trees, such that each vertex has a tree providing low stretch paths to all other vertices . The union of these trees serves as a special type of spanner, a tree-padding spanner . We use this spanner to devise the first compact stateless routing scheme with O (1) routing decision time, and labels that are much shorter than in all currently existing schemes. We first revisit the metric Ramsey problem and provide a new deterministic construction. We prove that for every k , any n -point metric space has a subset S of size at least n 1−1/ k that embeds into an ultrametric with distortion 8 k . We use this result to obtain the state-of-the-art deterministic construction of a distance oracle. Building on this result, we prove that for every k , any n -vertex graph G =( V , E ) has a subset S of size at least n 1−1/ k , and a spanning tree of G , that has stretch O ( k log log n ) between any point in S and any point in V .

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Keywords

FOS: Computer and information sciences, Computer Science - Data Structures and Algorithms, Data Structures and Algorithms (cs.DS)

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citations
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!
13
Top 10%
Average
Average
Green
bronze