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Near isometric terminal embeddings for doubling metrics

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Abstract

    Given a metric space (X, d), a set of terminals K ⊆ X, and a parameter t ≥ 1, we consider metric structures (e.g., spanners, distance oracles, embedding into normed spaces) that preserve distances for all pairs in K × X up to a factor of t, and have small size (e.g. number of edges for spanners, dimension for embeddings). While such terminal (aka source-wise) metric structures are known to exist in several settings, no terminal spanner or embedding with distortion close to 1, i.e., t = 1 + ϵ for some small 0 < ϵ < 1, is currently known. Here we devise such terminal metric structures for doubling metrics, and show that essentially any metric structure with distortion 1 + ϵ and size s(|X|) has its terminal counterpart, with distortion 1 + O(ϵ) and size s(|K|) + 1. In particular, for any doubling metric on n points, a set of k = o(n) terminals, and constant 0 < ϵ < 1, there exists • A spanner with stretch 1 + ϵ for pairs in K × X, with n + o(n) edges. • A labeling scheme with stretch 1 + ϵ for pairs in K × X, with label size ≈ log k. • An embedding into ld ∞ with distortion 1 + ϵ for pairs in K × X, where d = O(log k). Moreover, surprisingly, the last two results apply if only K is a doubling metric, while X can be arbitrary.

    Original languageEnglish
    Title of host publication34th International Symposium on Computational Geometry, SoCG 2018
    EditorsCsaba D. Toth, Bettina Speckmann
    PublisherSchloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
    Pages361-3615
    Number of pages3255
    ISBN (Electronic)9783959770668
    DOIs
    StatePublished - 1 Jun 2018
    Event34th International Symposium on Computational Geometry, SoCG 2018 - Budapest, Hungary
    Duration: 11 Jun 2018 → 14 Jun 2018

    Publication series

    NameLeibniz International Proceedings in Informatics, LIPIcs
    Volume99

    Conference

    Conference34th International Symposium on Computational Geometry, SoCG 2018
    Country/TerritoryHungary
    CityBudapest
    Period11/06/18 → 14/06/18

    Keywords

    • Doubling metrics
    • Metric embedding
    • Spanners

    ASJC Scopus subject areas

    • Software

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