中北大学学报（自然科学版）2017，Vol.38Issue(2)：178-185,8.DOI:10.3969/j.issn.1673-3193.2017.02.015
基于复杂网络的雾计算网络鲁棒性研究
Research on Robustness Fog Computing Based on Complex Network
摘要
Abstract
Fog computing extended the cloud computing paradigm from the center of network to the edge.In order to study the robustness of fog computing,the structure characteristics of fog computing were analyzed.A hybrid BA and ER model based on complex network was proposed to improve the network performance of fog computing,and the corresponding formulas were given.The changes of average path length and average degree under the random attack and intentional attack were analyzed in the simulation experiment part.The experimental results show that while 0＜p＜1,the fog computing network has scale free and random characteristics.By adjusting the parameters in the model and changing the evolution mechanism of the network,the robustness of fog computing can be improved.关键词
雾计算/云计算/复杂网络/鲁棒性/度分布Key words
fog computing/cloud computing/complex networks/robustness/degree distribution分类
信息技术与安全科学引用本文复制引用
李治,柳妍珠,赵亚萌,许海涛..基于复杂网络的雾计算网络鲁棒性研究[J].中北大学学报（自然科学版）,2017,38(2):178-185,8.基金项目
国家自然科学基金资助项目(61501026) （61501026）
中央高校基本科研业务资助项目(FRF-TP-15-032A1) （FRF-TP-15-032A1）
