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A Delay-Tolerant Data Congestion Avoidance Algorithm for Enterprise Cloud System Based on Modular Computing  ( SCI-EXPANDED收录 EI收录)  

文献类型:期刊文献

英文题名:A Delay-Tolerant Data Congestion Avoidance Algorithm for Enterprise Cloud System Based on Modular Computing

作者:Yuan, Kaiyin[1];Wang, Feng[1];Marszalek, Zbigniew[2]

第一作者:袁开银

通讯作者:Yuan, KY[1];Marszalek, Z[2]

机构:[1]Henan Univ Econ & Law, Modern Educ Technol Ctr, Zhengzhou 450047, Henan, Peoples R China;[2]Silesian Tech Univ, Fac Appl Math, PL-44100 Gliwice, Poland

第一机构:河南财经政法大学

通讯机构:[1]corresponding author), Henan Univ Econ & Law, Modern Educ Technol Ctr, Zhengzhou 450047, Henan, Peoples R China;[2]corresponding author), Silesian Tech Univ, Fac Appl Math, PL-44100 Gliwice, Poland.|[10484]河南财经政法大学;

年份:2022

卷号:27

期号:2

起止页码:617-627

外文期刊名:MOBILE NETWORKS & APPLICATIONS

收录:;EI(收录号:20213810921976);Scopus(收录号:2-s2.0-85115196559);WOS:【SCI-EXPANDED(收录号:WOS:000697754700002)】;

基金:This paper is supported by Project "A Research on Suggested Algorithm of Mobile E-business Knowledge under Multivariate Situation" with No.182102310967 and the Polish Agency for Academic Exchange of Poland under the Academic International Partnerships program, grant agreement no PPI/APM/2018/1/00004.

语种:英文

外文关键词:Enterprise cloud; Mobile edge computing; Delay tolerance; Data congestion avoidance; Ant colony algorithm; Algorithm design

摘要:Traditional large-scale enterprise cloud system has the problem of large delay. Therefore, a delay tolerant data congestion avoidance algorithm based on modular computing is designed. The resource allocation rules of rbfr strategy in traditional enterprise cloud are improved to change the traditional interactive overall mode and make it modular.Using modular thinking to construct the data congestion control algorithm, mainly in the control layer to achieve the model, through the introduction of ant colony algorithm in modularization, the design of delay tolerant data congestion avoidance algorithm is realized. In order to verify the algorithm's congestion avoidance effect, comparative experiments are designed. Experimental results show that the packet loss rate of large enterprise cloud system under this algorithm is lower than that of traditional delay tolerant data congestion avoidance algorithm.

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