A Multi-domain Virtual Network Embedding Algorithm with Delay Prediction

被引:0
|
作者
Zhang, Peiying [1 ]
Pang, Xue [1 ]
Ni, Yongjing [2 ,3 ]
Yao, Haipeng [4 ]
Li, Xin [5 ]
机构
[1] China Univ Petr East China, Coll Comp Sci & Technol, Qingdao 266580, Peoples R China
[2] Yanshan Univ, Sch Informat Sci & Engn, Qinhuangdao 066000, Hebei, Peoples R China
[3] Hebei Univ Sci & Technol, Sch Informat Sci & Engn, Shijiazhuang 050000, Hebei, Peoples R China
[4] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
[5] Peoples Publ Secur Univ China, Coll Informat Technol & Cyber Secur, Beijing 100038, Peoples R China
关键词
Network virtualization; virtual network embedding; substrate network; delay sensitive; particle swarm optimization; INDUSTRIAL INTERNET; ENERGY; ALLOCATION; THINGS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Virtual network embedding (VNE) is a crucial part of network virtualization (NV), which aims to map the virtual networks (VNs) to a shared substrate network (SN). With the emergence of various delay-sensitive applications, how to improve the delay performance of the system has become a hot topic in academic circles. Based on extensive research, we proposed a multi-domain virtual network embedding algorithm based on delay prediction (DP-VNE). Firstly, the candidate physical nodes are selected by estimating the delay of virtual requests, then particle swarm optimization (PSO) algorithm is used to optimize the mapping process, so as to reduce the delay of the system. The simulation results show that compared with the other three advanced algorithms, the proposed algorithm can significantly reduce the system delay while keeping other indicators unaffected.
引用
收藏
页码:47 / 71
页数:25
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