Tight Bounds for Online Edge Coloring

Ilan Reuven Cohen, Binghui Peng, David Wajc

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

18 Scopus citations

Abstract

Vizing's celebrated theorem asserts that any graph of maximum degree Δ admits an edge coloring using at most Δ+1 colors. In contrast, Bar-Noy, Motwani and Naor showed over a quarter century ago that the trivial greedy algorithm, which uses 2Δ-1 colors, is optimal among online algorithms. Their lower bound has a caveat, however: it only applies to low-degree graphs, with Δ=O(log n), and they conjectured the existence of online algorithms using Δ(1+o(1)) colors for Δ=ω(log n). Progress towards resolving this conjecture was only made under stochastic arrivals (Aggarwal et al., FOCS'03 and Bahmani et al., SODA'10). We resolve the above conjecture for adversarial vertex arrivals in bipartite graphs, for which we present a (1+o(1))Δ-edge-coloring algorithm for Δ=ω(log n) known a priori. Surprisingly, if Δ is not known ahead of time, we show that no (e/e-1-Ω(1)) Δ-edge-coloring algorithm exists. We then provide an optimal, (e/e-1+o(1)) Δ-edge-coloring algorithm for unknown Δ=ω(log n). To obtain our results, we study a nonstandard fractional relaxation for edge coloring, for which we present optimal fractional online algorithms and a near-lossless online rounding scheme, yielding our optimal randomized algorithms.

Original languageEnglish
Title of host publicationProceedings - 2019 IEEE 60th Annual Symposium on Foundations of Computer Science, FOCS 2019
PublisherIEEE Computer Society
Pages1-25
Number of pages25
ISBN (Electronic)9781728149523
DOIs
StatePublished - Nov 2019
Externally publishedYes
Event60th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2019 - Baltimore, United States
Duration: 9 Nov 201912 Nov 2019

Publication series

NameProceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS
Volume2019-November
ISSN (Print)0272-5428

Conference

Conference60th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2019
Country/TerritoryUnited States
CityBaltimore
Period9/11/1912/11/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Funding

†Work done in part while the author was visiting EPFL. This work was supported in part by NSF grants CCF-1527110, CCF-1618280, CCF-1814603, CCF-1910588, NSF CAREER award CCF-1750808 and a Sloan Research Fellowship.

FundersFunder number
National Science Foundation1750808, CCF-1814603, 1814603, CCF-1750808, CCF-1618280, CCF-1910588, 1527110, CCF-1527110

    Keywords

    • adversarial arrivals
    • edge coloring
    • online algorithms
    • online coloring

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