Virtual Network Mapping Algorithm Based on Load Balancing
Author(s) -
Ming Jiang,
Xijie Tang,
Min Zhang,
Ziyang Li
Publication year - 2016
Publication title -
international journal of grid and distributed computing
Language(s) - English
Resource type - Journals
eISSN - 2207-6379
pISSN - 2005-4262
DOI - 10.14257/ijgdc.2016.9.9.35
Subject(s) - computer science , load balancing (electrical power) , distributed computing , algorithm , geology , geodesy , grid
Recent studies for network virtualization have shown a promising way to overcome the Internet ossification. The one of the key issues in network virtualization is a virtual network mapping problem, i.e., mapping a virtual network to the physical network. The situations of dynamic arrivals of virtual network request and the limited life cycle of the virtual networks pose significant challenges to the virtual network mapping problem. A balance between the resource allocation of the physical network and the number of mapped virtual networks. In this paper, we have considered the time characteristics that virtual network requests when mapping algorithms so as to achieve the objective that the node load and link load can simultaneously reach a balance. Giving full consideration to mutual restraints of time and resources, we propose a two-dimensional discrete weighted model based on time and resources, and establish a mathematical programming model of minimizing the degree of two-dimensional load balancing. Moreover, we devise a VN embedding algorithms LBVNE. Simulation experiments show that the proposed algorithms can increase the acceptance ratio and the revenue by the substrate network in the long term.
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