Resource multi-objective mapping algorithm based on virtualized network functions: RMMA

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成果类型：

期刊论文

作者：

Zou, Sai;Tang, Yuliang*;Ni, Wei;Liu, Ren Ping;Wang, Lei

通讯作者：

Tang, Yuliang

作者机构：

[Zou, Sai] Hengyang Normal Univ, Coll Comp Sci & Technol, Hengyang, Peoples R China.

[Zou, Sai; Tang, Yuliang] Xiamen Univ, Dept Commun Engn, Xiamen, Peoples R China.

[Ni, Wei] CSIRO, Div CSIRO Computat Informat CCI, Canberra, ACT, Australia.

[Liu, Ren Ping] Univ Technol Sydney, Fac Engn & IT, Sch Comp & Commun, Sydney, NSW, Australia.

[Wang, Lei] Xiangtan Univ, Dept Comp Sci & Technol, Xiangtan, Peoples R China.

通讯机构：

[Tang, Yuliang] X

Xiamen Univ, Dept Commun Engn, Xiamen, Peoples R China.

语种：

英文

关键词：

Multi-objective optimization;Virtualization;Heterogeneous radio access networks;Dynamic differential evolution;Mapping

期刊：

Applied Soft Computing

ISSN：

1568-4946

年：

2018

卷：

页码：

220-231

DOI：

10.1016/j.asoc.2018.01.028

基金类别：

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61731012, 91638204, 61640210, 61672447, 61572174]; Science Plan Project of Chongqing College of Electronic Engineering [XJPT201707]; fifth batch of excellent talents in universities plan of Chongqing [2017.29]

机构署名：

本校为第一机构

院系归属：

计算机科学与技术学院

摘要：

Existing radio access network systems are static and rigid; they cannot easily satisfy the increasingly large volume of mobile traffic. A new multi-objective optimization approach was developed to leverage the complexity and scalability of radio resource allocation in large-scale radio access networks. A mathematical model of virtualized resource mapping in a heterogeneous radio access network is proposed in this study. We expanded the dynamic differential evolutionary algorithm by regulating the weight parameters of each objective with machine...

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Resource multi-objective mapping algorithm based on virtualized network functions: RMMA

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