A Content Distribution Network (CDN) can be defined as an overlay system that replicates copies of contents at multiple points of a network, close to the final users, with the objective of improving data access. CDN technology is widely used for the distribution of large-sized contents, like in video streaming. In this paper we address the problem of finding the best server for each customer request in CDNs, in order to minimize the overall cost. We consider the problem as a transportation problem and a distributed algorithm is proposed to solve it. The algorithm is composed of two independent phases: a distributed heuristic finds an initial solution that may be later improved by a distributed transportation simplex algorithm. It is compared with the sequential version of the transportation simplex and with an auction-based distributed algorithm. Computational experiments carried out on a set of instances adapted from the literature revealed that our distributed approach has a performance similar or better to its sequential counterpart, in spite of not requiring global information about the contents requests. Moreover, the results also showed that the new method outperforms the based-auction distributed algorithm.
Mots clés : CDN, transportation simplex algorithm, distributed algorithm
@article{RO_2014__48_2_189_0,
author = {Coutinho, Rafaelli de C. and Drummond, L\'ucia M. A. and Frota, Yuri},
title = {A distributed transportation simplex applied to a {Content} {Distribution} {Network} problem},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {189--210},
publisher = {EDP-Sciences},
volume = {48},
number = {2},
year = {2014},
doi = {10.1051/ro/2014007},
mrnumber = {3264375},
language = {en},
url = {http://www.numdam.org/articles/10.1051/ro/2014007/}
}
TY - JOUR AU - Coutinho, Rafaelli de C. AU - Drummond, Lúcia M. A. AU - Frota, Yuri TI - A distributed transportation simplex applied to a Content Distribution Network problem JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2014 SP - 189 EP - 210 VL - 48 IS - 2 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ro/2014007/ DO - 10.1051/ro/2014007 LA - en ID - RO_2014__48_2_189_0 ER -
%0 Journal Article %A Coutinho, Rafaelli de C. %A Drummond, Lúcia M. A. %A Frota, Yuri %T A distributed transportation simplex applied to a Content Distribution Network problem %J RAIRO - Operations Research - Recherche Opérationnelle %D 2014 %P 189-210 %V 48 %N 2 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ro/2014007/ %R 10.1051/ro/2014007 %G en %F RO_2014__48_2_189_0
Coutinho, Rafaelli de C.; Drummond, Lúcia M. A.; Frota, Yuri. A distributed transportation simplex applied to a Content Distribution Network problem. RAIRO - Operations Research - Recherche Opérationnelle, Tome 48 (2014) no. 2, pp. 189-210. doi : 10.1051/ro/2014007. http://www.numdam.org/articles/10.1051/ro/2014007/
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