Proactive migration model of SWIM service based on situation awareness

Zhijun WU; Shengyan ZHOU; Jin LEI

doi:10.11959/j.issn.1000-436x.2019171

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Proactive migration model of SWIM service based on situation awareness

Papers | 更新时间：2024-06-05

- Proactive migration model of SWIM service based on situation awareness
- Journal on Communications Vol. 40, Issue 8, Pages: 123-132(2019)
- 作者机构：
  
  中国民航大学电子信息与自动化学院，天津 300000
- 作者简介：
- 基金信息：
  
  The Natural Science Foundation of Tianjin(17JCZDJC30900);The National Natural Science Foundation of China(61601467);The Fundamental Research Funds for the Central Universities(3122018D007)
- DOI：10.11959/j.issn.1000-436x.2019171
  CLC： TP302
- Online First：2019-08，
  
  Published：25 August 2019
- 稿件说明：
移动端阅览
Zhijun WU, Shengyan ZHOU, Jin LEI. Proactive migration model of SWIM service based on situation awareness[J]. Journal on Communications, 2019, 40(8): 123-132.
DOI：

Zhijun WU, Shengyan ZHOU, Jin LEI. Proactive migration model of SWIM service based on situation awareness[J]. Journal on Communications, 2019, 40(8): 123-132. DOI： 10.11959/j.issn.1000-436x.2019171.

摘要

为解决广域信息管理（SWIM）服务提供者由于自身故障或受到恶意攻击，造成SWIM服务中断、服务时延增加或服务质量下降的问题，提出了一种基于态势感知的SWIM服务权限主动移交模型，利用随机森林算法判别SWIM服务提供者安全态势，依据安全态势主动移交SWIM服务权限，降低突发事件对SWIM服务的影响。实验证明，所提模型能够在突发事件发生的情况下保证服务的连续性，与未部署服务移交模型的SWIM网络相比，具有更高的可靠性和稳定性。

Abstract

To solve the problem that in the system wide information management (SWIM) network

the SWIM service provider suffers from SWIM service interruption

service delay increase or service quality degradation due to malicious attack or self-failure.Therefore

a proactive migration model of SWIM service was proposed on the basis of situation awareness

which used the random forest algorithm to timely judge the SWIM service provider security situation.SWIM service authority was actively migrated according to security situation

and the emergencies impact on SWIM services were reduces.Experimental results show that the proposed model can guarantee services continuity in an emergency event

which has higher reliability and stability than SWIM network in which the service migration model is not deployed.

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references

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