Title
Experimental analysis of simple, distributed vertex coloring algorithms
Abstract
We perform an extensive experimental evaluation of very simple, distributed, randomized algorithms for (Δ + 1)- and so-called Brooks-Vizing vertex colorings, i.e., colorings using considerably fewer than Δ colors. We consider variants of algorithms known from the literature, boosting them with a distributed independent set computation. Our study clearly determines the relative performance of the algorithms w.r.t. the number of communication rounds and the number of colors. The results are confirmed by all the experiments and instance families. The empirical evidence shows that some algorithms are extremely fast and very effective, thus being amenable to be used in practice.
Year
DOI
Venue
2002
10.5555/545381.545461
SODA
Keywords
Field
DocType
randomized algorithm,instance family,independent set computation,relative performance,communication round,vertex coloring algorithm,experimental analysis,so-called brooks-vizing vertex colorings,extensive experimental evaluation,empirical evidence,algorithms w,independent set
Randomized algorithm,Discrete mathematics,Algorithm engineering,Combinatorics,Vertex (geometry),Computer science,Algorithm,Independent set,Distributed algorithm,Boosting (machine learning),Interval arithmetic,Computation
Conference
Volume
Issue
ISBN
41
1
0-89871-513-X
Citations 
PageRank 
References 
28
1.99
13
Authors
3
Name
Order
Citations
PageRank
Irene Finocchi152741.08
Alessandro Panconesi21584124.00
Riccardo Silvestri3132490.84