Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. Distributed Coloring of Graphs with an Optimal Number of Colors
 
conference paper

Distributed Coloring of Graphs with an Optimal Number of Colors

Bamas, Etienne
•
Esperet, Louis
January 1, 2019
36Th International Symposium On Theoretical Aspects Of Computer Science (Stacs 2019)
36th International Symposium on Theoretical Aspects of Computer Science (STACS)

This paper studies sufficient conditions to obtain efficient distributed algorithms coloring graphs optimally (i.e. with the minimum number of colors) in the LOCAL model of computation. Most of the work on distributed vertex coloring so far has focused on coloring graphs of maximum degree Delta with at most Delta + 1 colors (or Delta colors when some simple obstructions are forbidden). When Delta is sufficiently large and c >= Delta - k(Delta) + 1, for some integer k(Delta) approximate to root Delta - 2, we give a distributed algorithm that given a c-colorable graph G of maximum degree Delta, finds a c-coloring of G in min{O((log Delta)(13/12) log n), 2(O(log Delta + root log log n))} rounds, with high probability. The lower bound Delta - k(Delta) + 1 is best possible in the sense that for infinitely many values of Delta, we prove that when chi(G) <= Delta - k(Delta), finding an optimal coloring of G requires Omega(n) rounds. Our proof is a light adaptation of a remarkable result of Molloy and Reed, who proved that for Delta large enough, for any c >= Delta - k(Delta) deciding whether chi(G) <= c is in P, while Embden-Weinert et al. proved that for c <= Delta - k(Delta) - 1, the same problem is NP-complete. Note that the sequential and distributed thresholds differ by one. Our first result covers the case where the chromatic number of the graph ranges between Delta - root Delta and Delta + 1. Our second result covers a larger range, but gives a weaker bound on the number of colors: For any sufficiently large Delta, and Omega(log Delta) <= k <= Delta /100, we prove that every graph of maximum degree Delta and clique number at most Delta -k can be efficiently colored with at most Delta - epsilon k colors, for some absolute constant epsilon > 0, with a randomized algorithm running in O(log n/log log n) rounds with high probability.

  • Details
  • Metrics
Type
conference paper
DOI
10.4230/LIPIcs.STACS.2019.10
Web of Science ID

WOS:000472795800009

Author(s)
Bamas, Etienne
Esperet, Louis
Date Issued

2019-01-01

Publisher

SCHLOSS DAGSTUHL, LEIBNIZ CENTER INFORMATICS

Publisher place

Wadem

Published in
36Th International Symposium On Theoretical Aspects Of Computer Science (Stacs 2019)
ISBN of the book

978-3-95977-100-9

Start page

10

Subjects

graph coloring

•

distributed algorithm

•

maximum degree

•

delta

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
IINFCOM  
Event nameEvent placeEvent date
36th International Symposium on Theoretical Aspects of Computer Science (STACS)

Berlin, GERMANY

Mar 13-16, 2019

Available on Infoscience
July 11, 2019
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/159016
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés