Traffic Engineering Approaches Using Multicriteria Optimization Techniques

Abstract : Nowadays, network planning and management tasks can be of high complexity, given the numerous inputs that should be considered to effectively achieve an adequate configuration of the underlying network. This paper presents an optimization framework that helps network administrators in setting the optimal routing weights of link state protocols according to the required traffic demands, contributing in this way to improve the service levels quality provided by the network infrastructure. Since the envisaged task is a NP-hard problem, the framework resorts to Evolutionary Computation as the optimization engine. The focus is given to the use of multi-objective optimization approaches given the flexibility they provide to network administrators in selecting the adequate solutions in a given context. Resorting to the proposed optimization framework the administrator is able to automatically obtain highly optimized routing configurations adequate to support the requirements imposed by their customers. In this way, this novel approach effectively contributes to enhance and automate crucial network planning and management tasks.
Type de document :
Communication dans un congrès
Xavier Masip-Bruin; Dominique Verchere; Vassilis Tsaoussidis; Marcelo Yannuzzi. 9th Wired/Wireless Internet Communications (WWIC), Jun 2011, Vilanova i la Geltrú, Spain. Springer, Lecture Notes in Computer Science, LNCS-6649, pp.104-115, 2011, Wired/Wireless Internet Communications. 〈10.1007/978-3-642-21560-5_9〉
Liste complète des métadonnées

Littérature citée [16 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01583655
Contributeur : Hal Ifip <>
Soumis le : jeudi 7 septembre 2017 - 16:25:57
Dernière modification le : jeudi 7 septembre 2017 - 16:27:31

Fichier

978-3-642-21560-5_9_Chapter.pd...
Fichiers produits par l'(les) auteur(s)

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Pedro Sousa, Paulo Cortez, Miguel Rio, Miguel Rocha. Traffic Engineering Approaches Using Multicriteria Optimization Techniques. Xavier Masip-Bruin; Dominique Verchere; Vassilis Tsaoussidis; Marcelo Yannuzzi. 9th Wired/Wireless Internet Communications (WWIC), Jun 2011, Vilanova i la Geltrú, Spain. Springer, Lecture Notes in Computer Science, LNCS-6649, pp.104-115, 2011, Wired/Wireless Internet Communications. 〈10.1007/978-3-642-21560-5_9〉. 〈hal-01583655〉

Partager

Métriques

Consultations de la notice

31

Téléchargements de fichiers

6