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Streaming Edge Coloring with Subquadratic Palette Size

Shiri Chechik, Doron Mukhtar, Tianyi Zhang

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

Abstract

In this paper, we study the problem of computing an edge-coloring in the (one-pass) W-streaming model. In this setting, the edges of an n-node graph arrive in an arbitrary order to a machine with a relatively small space, and the goal is to design an algorithm that outputs, as a stream, a proper coloring of the edges using the fewest possible number of colors. Behnezhad et al. [Behnezhad et al., 2019] devised the first non-trivial algorithm for this problem, which computes in Õ(n) space a proper O(∆2)-coloring w.h.p. (here ∆ is the maximum degree of the graph). Subsequent papers improved upon this result, where latest of them [Ansari et al., 2022] showed that it is possible to deterministically compute an O(∆2/s)-coloring in O(ns) space. However, none of the improvements succeeded in reducing the number of colors to O(∆2−ϵ) while keeping the same space bound of Õ(n)1. In particular, no progress was made on the question of whether computing an O(∆)-coloring is possible with roughly O(n) space, which was stated in [Behnezhad et al., 2019] to be an interesting open problem. In this paper we bypass the quadratic bound by presenting a new randomized Õ(n)-space algorithm that uses Õ(∆1.5) colors.

Original languageEnglish
Title of host publication51st International Colloquium on Automata, Languages, and Programming, ICALP 2024
EditorsKarl Bringmann, Martin Grohe, Gabriele Puppis, Ola Svensson
PublisherSchloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
ISBN (Electronic)9783959773225
DOIs
StatePublished - Jul 2024
Event51st International Colloquium on Automata, Languages, and Programming, ICALP 2024 - Tallinn, Estonia
Duration: 8 Jul 202412 Jul 2024

Publication series

NameLeibniz International Proceedings in Informatics, LIPIcs
Volume297

Conference

Conference51st International Colloquium on Automata, Languages, and Programming, ICALP 2024
Country/TerritoryEstonia
CityTallinn
Period8/07/2412/07/24

Keywords

  • edge coloring
  • graph algorithms
  • streaming algorithms

All Science Journal Classification (ASJC) codes

  • Software

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