Technology of Network & Communication
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App. Res. of Comp. Printed Article
Vol. 38, 2021 No. 2
534-538,543

Load balancing mechanism using multi-granularity rough set attribute reduction and TOPSIS for IPv6

Luo Hongdeng1
Lan Geng1
Nie Lianggang1
Su Guangwang1
Wu Yikun2
1. Guangxi University of Finance & Economics, Nanning 530003, China
2. Guangxi University, Nanning 530001, China
DOI: 10.19734/j.issn.1001-3695.2019.11.0683

Abstract

In the field of proxy mobile IPv6(PMIPv6) protocol, the association between mobile node(MN) and specific mobile access gateway(MAG) in PMIPv6 network will increase the load probability of MAG. Based on cluster proxy mobile IPv6(CSPMIPv6) protocol, this paper proposed a load balancing method using attribute reduction of multi-granularity rough set. First, based on the method of attribute reduction of multi granularity rough set, considering the influence of different attribute subsequences on the partition results, it used MAG to change the handover mobile node(HMN) of its connection. Then, it improved the technique for order preference by similarity to an ideal solution(TOPSIS) to determine the target MAG. Finally, the experiment verified that the signal in CSPMIPv6 has been enhanced, which verified the proposed load balancing mechanism. Compared with group-based handover control scheme for PMIPv6(GB-PMIPv6) and ticket-based binding update(TBU) protocol, the proposed mechanism can better adapt to internal handover and signal changes when the load rate increases, and reduce the failure rate. Compared with GB-PMIPv6 mechanism, the average queuing delay, handover delay, end-to-end delay and packet loss of the new mechanism can be reduced by 9.09%, 19.78%, 10.20%, 6.43%, respectively. The transmission rate can be increased by 8.89%, which significantly improves the system performance.

Foundation Support

广西科技厅重点研发计划资助项目(2017AB18048)
广西自然科学基金联合资助培育项目(2018GXNSFAA294010)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.11.0683
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 2
Section: Technology of Network & Communication
Pages: 534-538,543
Serial Number: 1001-3695(2021)02-041-0534-05

Publish History

[2021-02-05] Printed Article

Cite This Article

罗宏等, 蓝耿, 聂良刚, 等. 利用多粒度粗糙集属性约简和TOPSIS的IPv6负载均衡机制 [J]. 计算机应用研究, 2021, 38 (2): 534-538,543. (Luo Hongdeng, Lan Geng, Nie Lianggang, et al. Load balancing mechanism using multi-granularity rough set attribute reduction and TOPSIS for IPv6 [J]. Application Research of Computers, 2021, 38 (2): 534-538,543. )

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  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
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Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

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