A site selection method of dns using the particle swarm optimization algorithm
文献类型：期刊论文
| 作者 | Liao, Yilan1; Chen, Wenwen2,5; Wu, Kaichao2; Li, Dongyue1; Liu, Xin3; Geng, Guanggang2,4; Su, Zheng2; Zheng, Zheng2,5 |
| 刊名 | Transactions in gis
 |
| 出版日期 | 2017-10-01 |
| 卷号 | 21期号:5页码:969-983 |
| 关键词 | Dns logs Genetic Multi-objective particle swarm and particle swarm optimization algorithms Site selection methods |
| ISSN号 | 1361-1682 |
| DOI | 10.1111/tgis.12244 |
| 通讯作者 | Liao, yilan(liaoyl@lreis.ac.cn) |
| 英文摘要 | The domain name system (dns) is an essential component of the functionality of the internet. with the growing number of domain names and internet users, the growing rate and number of visit quantity and analytic capacity of dns are also proportional to the internet users' size. this study (based on the analysis of access popularity and the distribution of massive dns log data) aims to optimize the configuration of the dns sites, which has become an important problem. the arcgis software is used to show the temporal and spatial distributions of visit source of dns logs. this study also analyzes the influence of different sites and the dependence on dns service in different regions of the world. this information is important to further decision-making on new dns site selection. this article proposes new dns site selection solutions, using particle swarm and multi-objective particle swarm optimization algorithms for one new site and multiple sites, respectively. the results from particle swarm optimization, genetic, and simulated annealing algorithms were compared and experimental results confirmed the correctness and effectiveness of the proposed methods. the proposed methods could also be extended to solve other layout related issues, such as onsite facility layout and road network optimization. |
| WOS关键词 | CONVERGENCE ANALYSIS ; PARAMETER SELECTION ; ALLOCATION ; STABILITY ; INTELLIGENCE |
| WOS研究方向 | Geography |
| WOS类目 | Geography |
| 语种 | 英语 |
| WOS记录号 | WOS:000412577200008 |
| 出版者 | WILEY |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2374210 |
| 专题 | 计算机网络信息中心 |
| 通讯作者 | Liao, Yilan |
| 作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China 2.Chinese Acad Sci, Comp Network Informat Ctr, Beijing 100190, Peoples R China 3.Curtin Univ, Australasian Joint Res Ctr Bldg Informat Modellin, Bentley, WA 6102, Australia 4.China Internet Network Informat Ctr, Beijing 100190, Peoples R China 5.Univ Chinese Acad Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liao, Yilan,Chen, Wenwen,Wu, Kaichao,et al. A site selection method of dns using the particle swarm optimization algorithm[J]. Transactions in gis,2017,21(5):969-983. |
| APA | Liao, Yilan.,Chen, Wenwen.,Wu, Kaichao.,Li, Dongyue.,Liu, Xin.,...&Zheng, Zheng.(2017).A site selection method of dns using the particle swarm optimization algorithm.Transactions in gis,21(5),969-983. |
| MLA | Liao, Yilan,et al."A site selection method of dns using the particle swarm optimization algorithm".Transactions in gis 21.5(2017):969-983. |
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来源：计算机网络信息中心
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