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Systematic review and future perspectives on cascading failures in Internet of Things: Modeling and optimization

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  • Fu, Xiuwen
  • Zheng, Dingyi
  • Liu, Xiangwei
  • Xing, Liudong
  • Peng, Rui

Abstract

Under the influence of cascading failures, the failure of a small number of nodes or components may lead to the paralysis of the entire network system. Cascading failures have become one of the major bottlenecks constraining the long-term reliable operation of Internet of Things (IoT) systems, thus attracting extensive attention from researchers. To better understand the complex mechanisms of IoT cascading failures, diverse models and methods have been proposed. This paper systematically reviews the current research status of cascading failures in IoT, covering various aspects such as network objects, performance metrics, failure states, modeling methods, and network optimization. Additionally, we discuss the limitations in current research on cascading failures in IoT and point out the future research directions.

Suggested Citation

  • Fu, Xiuwen & Zheng, Dingyi & Liu, Xiangwei & Xing, Liudong & Peng, Rui, 2025. "Systematic review and future perspectives on cascading failures in Internet of Things: Modeling and optimization," Reliability Engineering and System Safety, Elsevier, vol. 254(PA).
    • Handle: RePEc:eee:reensy:v:254:y:2025:i:pa:s0951832024006537
    DOI: 10.1016/j.ress.2024.110582
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    1. Yin, Rongrong & Wang, Yumeng & Li, Linhui & Zhang, Le & Hao, Zhenyang & Lang, Chun, 2024. "A mobile node path optimization approach based on Q-learning to defend against cascading failures on static-mobile networks," Chaos, Solitons & Fractals, Elsevier, vol. 182(C).
    2. Zhao, Guilin & Xing, Liudong, 2021. "Reliability analysis of body sensor networks subject to random isolation time," Reliability Engineering and System Safety, Elsevier, vol. 207(C).
    3. Koohang, Alex & Sargent, Carol Springer & Nord, Jeretta Horn & Paliszkiewicz, Joanna, 2022. "Internet of Things (IoT): From awareness to continued use," International Journal of Information Management, Elsevier, vol. 62(C).
    4. Zhao, Guilin & Xing, Liudong, 2023. "Reliability analysis of body sensor networks with correlated isolation groups," Reliability Engineering and System Safety, Elsevier, vol. 236(C).
    5. Fu, Xiuwen & Yang, Yongsheng, 2021. "Analysis on invulnerability of wireless sensor networks based on cellular automata," Reliability Engineering and System Safety, Elsevier, vol. 212(C).
    6. Fu, Xiuwen & Li, Qing & Li, Wenfeng, 2023. "Modeling and analysis of industrial IoT reliability to cascade failures: An information-service coupling perspective," Reliability Engineering and System Safety, Elsevier, vol. 239(C).
    7. Dui, Hongyan & Zhang, Chi & Bai, Guanghan & Chen, Liwei, 2021. "Mission reliability modeling of UAV swarm and its structure optimization based on importance measure," Reliability Engineering and System Safety, Elsevier, vol. 215(C).
    8. Fu, Xiuwen & Wang, Ye & Yang, Yongsheng & Postolache, Octavian, 2022. "Analysis on cascading reliability of edge-assisted Internet of Things," Reliability Engineering and System Safety, Elsevier, vol. 223(C).
    9. Ying Duan & Xiuwen Fu & Wenfeng Li & Yu Zhang & Giancarlo Fortino, 2017. "Evolution of Scale-Free Wireless Sensor Networks with Feature of Small-World Networks," Complexity, Hindawi, vol. 2017, pages 1-15, July.
    10. Fu, Xiuwen & Yao, Haiqing & Yang, Yongsheng, 2019. "Modeling and analyzing cascading dynamics of the clustered wireless sensor network," Reliability Engineering and System Safety, Elsevier, vol. 186(C), pages 1-10.
    11. Jun Wang & Zhuangzhuang Du & Xunyang Wang & Zhengkun He, 2020. "Bioinspired Mitigation Scheme for Cascading Failures in Farmland Wireless Sensor Networks," Complexity, Hindawi, vol. 2020, pages 1-17, November.
    12. Zhong, Jilong & Zhang, FengMing & Yang, Shunkun & Li, Daqing, 2019. "Restoration of interdependent network against cascading overload failure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 514(C), pages 884-891.
    13. Bai, Guanghan & Li, Yanjun & Fang, Yining & Zhang, Yun-An & Tao, Junyong, 2020. "Network approach for resilience evaluation of a UAV swarm by considering communication limits," Reliability Engineering and System Safety, Elsevier, vol. 193(C).
    14. Dui, Hongyan & Zhang, Huanqi & Dong, Xinghui & Zhang, Songru, 2024. "Cascading failure and resilience optimization of unmanned vehicle distribution networks in IoT," Reliability Engineering and System Safety, Elsevier, vol. 246(C).
    15. Wang, Yujie & Xing, Liudong & Wang, Honggang & Levitin, Gregory, 2015. "Combinatorial analysis of body sensor networks subject to probabilistic competing failures," Reliability Engineering and System Safety, Elsevier, vol. 142(C), pages 388-398.
    16. Wang, Shuliang & Gu, Xifeng & Chen, Jiawei & Chen, Chen & Huang, Xiaodi, 2023. "Robustness improvement strategy of cyber-physical systems with weak interdependency," Reliability Engineering and System Safety, Elsevier, vol. 229(C).
    17. Xiuwen Fu & Haiqing Yao & Yongsheng Yang, 2019. "Sink-Convergence Cascading Model for Wireless Sensor Networks with Different Load-Redistribution Schemes," Complexity, Hindawi, vol. 2019, pages 1-9, June.
    18. Ahmadian, Navid & Lim, Gino J. & Cho, Jaeyoung & Bora, Selim, 2020. "A quantitative approach for assessment and improvement of network resilience," Reliability Engineering and System Safety, Elsevier, vol. 200(C).
    19. Wang, Chaonan & Liu, Qiongyang & Xing, Liudong & Guan, Quanlong & Yang, Chunhui & Yu, Min, 2022. "Reliability analysis of smart home sensor systems subject to competing failures," Reliability Engineering and System Safety, Elsevier, vol. 221(C).
    20. Zhao, Guilin & Xing, Liudong, 2020. "Reliability analysis of IoT systems with competitions from cascading probabilistic function dependence," Reliability Engineering and System Safety, Elsevier, vol. 198(C).
    21. Yin, Rongrong & Zhang, Kai & Ma, Xuyao & Wang, Yumeng & Li, Linhui, 2023. "Analysis of cascading failures caused by mobile overload attacks in scale-free networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 615(C).
    22. Fu, Xiuwen & Yang, Yongsheng, 2020. "Modeling and analysis of cascading node-link failures in multi-sink wireless sensor networks," Reliability Engineering and System Safety, Elsevier, vol. 197(C).
    23. Xiuwen Fu & Yongsheng Yang & Haiqing Yao, 2018. "Analysis on Invulnerability of Wireless Sensor Network towards Cascading Failures Based on Coupled Map Lattice," Complexity, Hindawi, vol. 2018, pages 1-14, January.
    24. Dui, Hongyan & Liu, Meng & Song, Jiaying & Wu, Shaomin, 2023. "Importance measure-based resilience management: Review, methodology and perspectives on maintenance," Reliability Engineering and System Safety, Elsevier, vol. 237(C).
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