Using PageRank Algorithm to Predict and Prevent Congestion in Software Defined Networking

被引:0
作者
Chen, Jian-Bo [1 ]
Cheng, Wei-Kang [1 ]
机构
[1] Ming Chuan Univ, Dept Informat & Telecommun Engn, Taipei, Taiwan
来源
JOURNAL OF INTERNET TECHNOLOGY | 2021年 / 22卷 / 06期
关键词
PageRank; Software defined Networking; Congestion;
D O I
10.53106/160792642021112206006
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research used the PageRank algorithm to predict and prevent congestion. Both the traffic volume and the importance of switches are considered. The most popular switch can to determined according to the ranking. After the most popular switch is determined, the weights can be adjusted to prevent congestion. To prevent congestion efficiently, the values of weight are also determined according to the value of ranking. Simulation results show that this method can evenly distribute loads and reduce response time.
引用
收藏
页码:1265 / 1271
页数:7
相关论文
共 20 条
[1]   Comparison of Routing Algorithms with Static and Dynamic Link Cost in SDN [J].
Akin, Erdal ;
Korkmaz, Turgay .
2019 16TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2019,
[2]  
Beshley M, 2017, EXP DES APPL CAD SYS, P298, DOI 10.1109/CADSM.2017.7916140
[3]   The anatomy of a large-scale hypertextual Web search engine [J].
Brin, S ;
Page, L .
COMPUTER NETWORKS AND ISDN SYSTEMS, 1998, 30 (1-7) :107-117
[4]  
Candra Ade, 2020, 2020 International Conference on Data Science, Artificial Intelligence, and Business Analytics (DATABIA), P28, DOI 10.1109/DATABIA50434.2020.9190342
[5]  
Choi H, 2012, 2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), P458
[6]   Traffic Engineering with Segment Routing: SDN-based Architectural Design and Open Source Implementation [J].
Davoli, Luca ;
Veltri, Luca ;
Ventre, Pier Luigi ;
Siracusano, Giuseppe ;
Salsano, Stefano .
2015 FOURTH EUROPEAN WORKSHOP ON SOFTWARE DEFINED NETWORKS - EWSDN 2015, 2015, :111-112
[7]  
Fujimura K., 2005, 2 ANN WORKSH WEBL EC, P1
[8]  
Jiang J.R., 2014, 16 AS PAC NETW OP MA, P1
[9]   Authoritative sources in a hyperlinked environment [J].
Kleinberg, JM .
JOURNAL OF THE ACM, 1999, 46 (05) :604-632
[10]   The Study of a Risk Assessment System based on PageRank [J].
Kuo, Cheng-Chung ;
Hou, Chia-Ling ;
Yang, Chu-Sing .
JOURNAL OF INTERNET TECHNOLOGY, 2019, 20 (07) :2255-2264