Multicast Service-oriented Virtual Network Mapping over Elastic Optical Networks

被引:0
|
作者
Gao, Xiujiao [1 ]
Ye, Zilong [1 ]
Zhong, Weida [1 ]
Qiao, Chunming [1 ]
Cao, Xiaojun [2 ]
Zhao, Hanjia [3 ]
Yu, Hongfang [3 ]
Anand, Vishal [4 ]
机构
[1] SUNY Buffalo, Dept Comp Sci & Engn, Buffalo, NY 14260 USA
[2] Georgia State Univ, Dept Comp Sci & Engn, Atlanta, GA 30302 USA
[3] UESTC, Sch Commun & Informat Engn, Chengdu 611731, Sichuan, Peoples R China
[4] SUNY Coll Brockport, Dept Comp Sci, Brockport, NY 14420 USA
关键词
Multicast; Virtual Network Mapping; Elastic Optical Networks (EONs); Mixed Integer Linear Programming (MILP); Integrated Genetic and Simulated Annealing;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Network Function Virtualization (NFV) allows multiple Virtual Networks (VNs) to share the underlying physical infrastructure via VN mapping, thus improving the utilization of physical resources. In this paper, for the first time, we study the multicast service-oriented VN mapping that can support big data applications over Elastic Optical Networks (EONs). Since the problem of minimizing the spectrum consumption in multicast service-oriented VN mapping is NP-hard, we propose an efficient heuristic algorithm, called Integrated Genetic and Simulated Annealing (IGSA) algorithm to address the problem with low computational complexity. By encoding node mapping, multicast tree construction, link mapping and spectrum requirements in the same gene and autoadjusted evolution, and utilizing simulated annealing to find the fittest multicast requests mapping order, IGSA can perform joint optimization for all the multicast requests in a global way. Through extensive simulations, we demonstrate that IGSA outperforms the other heuristic solutions in terms of spectrum consumption, blocking probability and normalized throughput, while achieving close to minimum spectrum consumption with a much lower time complexity than MILP.
引用
收藏
页码:5174 / 5179
页数:6
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