Title :
VNE-AC: Virtual Network Embedding Algorithm Based on Ant Colony Metaheuristic
Author :
Fajjari, Ilhem ; Aitsaadi, Nadjib ; Pujolle, Guy ; Zimmermann, Hubert
Author_Institution :
Ginkgo Networks, Montrouge, France
Abstract :
In this paper, we address virtual network embedding problem. Indeed, our objective is to map virtual networks in the substrate network with minimum physical resources while satisfying its required QoS in terms of bandwidth, power processing and memory. In doing so, we minimize the reject rate of requests and maximize returns for the substrate network provider. Since the problem is NP-hard and to deal with its computational hardness, we propound a new scalable embedding strategy named VNE-AC based on the Ant Colony metaheuristic. The intensive simulations and evaluation results show that our proposal enhances the substrate provider´s revenue and outperforms the related strategies found in current literature.
Keywords :
Internet; optimisation; quality of service; NP-hard problem; QoS; VNE-AC strategy; ant colony metaheuristic; request reject rate minimization; scalable embedding strategy; substrate network provider; virtual network embedding algorithm; Bandwidth; Mathematical model; Measurement; Peer to peer computing; Proposals; Substrates; Tin;
Conference_Titel :
Communications (ICC), 2011 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-61284-232-5
Electronic_ISBN :
1550-3607
DOI :
10.1109/icc.2011.5963442