Skip to main content
Log in

Distribution-aware cache replication for cooperative road side units in VANETs

  • Published:
Peer-to-Peer Networking and Applications Aims and scope Submit manuscript

Abstract

Increased storage capacity, computing and communications power, coupled with advances in wireless networking technology, bring a potential to enable new applications for vehicular ad hoc network (VANETs), in which a large number of roadside units (RSUs) are deployed to facilitate the service for drivers and passengers in vehicles. In this paper, we focus on a cache replication strategy design for distributed RSUs allocated in a sequence. By exploring the relationship between the RSU allocation and content replication, we found that not only the local traffic flow but also the replication status of neighboring RSUs would affect the content replication efficiency of each RSU. The naive replication of most popular demand items may not always the best solution especially when the RSUs are aggregated in a small area. Accordingly, a distribution-aware replication cooperation (DRC) strategy is developed with the consideration of content replication efficiency and RSU allocation. The results have demonstrated the superiority of our proposed solution, as well as the scalability in the various scenarios with diverse request demands.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  1. Zheng K, Zheng Q, Chatzimisios P, Xiang W, Zhou Y (2015) Heterogeneous vehicular networking: a survey on architecture, challenges, and solutions. IEEE Communication Surveys & Tutorials 17(4):2377–2396

    Article  Google Scholar 

  2. Li Y, Jin D, Wang Z, Hui P, Zeng L, Chen S (2014) A markov jump process model for urban vehicular mobility: Modeling and applications. IEEE Trans Mob Comput 13(9):1911–1926

    Article  Google Scholar 

  3. Gong H, Yu L, Liu N, Zhang X (2016) Mobile content distribution with vehicular cloud in urban VANETs. China Communications 13(8):84–96

    Article  Google Scholar 

  4. Vegni AM, Loscri V (2015) A survey on vehicular social networks. IEEE Communications Surveys & Tutorials 17(4):2397–2419

    Article  Google Scholar 

  5. Salahuddin MA, Al-Fuqaha A, Guizani M (2015) Software-Defined Networking for RSU clouds in support of the internet of vehicles. IEEE Internet of Things Journal 2(2):133–144

    Article  Google Scholar 

  6. Lee E, Lee E, Gerla M, Oh SY (2014) Vehicular cloud networking: architecture and design principles. IEEE Commun Mag 52(2):148–155

    Article  Google Scholar 

  7. Hou X, Li Y, Chen M, Wu D, Jin D, Chen S (2016) Vehicular fog computing: a viewpoint of vehicles as the infrastructures. IEEE Trans Veh Technol 65(6):3860–3873

    Article  Google Scholar 

  8. Jalali F, Hinton K, Ayre R, Alpcan T, Tucker RS (2016) Fog computing may help to save energy in cloud computing. IEEE Journal on Selected Areas in Communications 34(5):1728–1739

    Article  Google Scholar 

  9. Kim R, Lim H, Krishnamachari B (2016) Prefeching-Based Data dissemination in vehicular cloud systems. IEEE Trans Veh Technol 65(1):292–306

    Article  Google Scholar 

  10. Xie S, Wang Y (2014) Construction of tree network with limited delivery latency in homogeneous wireless sensor. Wirel Pers Commun 78(1):231–246

    Article  Google Scholar 

  11. Feteiha MF, Hassanein HS (2015) Enabling cooperative relaying VANET clouds over LTE-a networks. IEEE Trans Veh Technol 64(4):1468–1479

    Article  Google Scholar 

  12. Liu B, Jia D, Wang J, Lu K, Wu L (2017) Cloud-assisted Safety Message Dissemination in VANET-cellular Heterogeneous Wireless Network. IEEE Syst J 11(1):128–139

    Article  Google Scholar 

  13. Li P, Liu Q, Huang C, Wang J, Jia X (2015) Delay-bounded minimal cost placement of roadside units in vehicular ad hoc networks. In: Proceedings of IEEE international conference on communications

  14. Wu TJ, Liao W, Chang CJ (2012) A Cost-Effective strategy for Road-Side unit placement in vehicular networks. IEEE Trans Commun 60(8):2295–2303

    Article  Google Scholar 

  15. Farsi A, Szczechowiak P (2014) Optimal deployment of road side units in urban environments. In: Proceedings of IEEE international conference on connected vehicles & expo

  16. Balouchzahi NM, Fathy M, Akbari A (2015) Optimal road side units placement model based on binary integer programming for efficient traffic information advertisement and discovery in vehicular environment. IEEE IET Intell Transp Syst 9(9):851–861

    Article  Google Scholar 

  17. Abdrabou A, Zhuang W (2011) Probabilistic delay control and road side unit placement for vehicular ad hoc networks with disrupted connectivity. IEEE Journal of Selected Areas in Communications 29(1):129–139

    Article  Google Scholar 

  18. Lim S, Chae SH, Yu C, Das CR (2008) On Cache Invalidation for Internet-based Vehicular Ad Hoc Networks. In: Proceedings of IEEE international conference on mobile adhoc and sensor systems

  19. Ding R, Wang T, Song L, Han Z, Wu J (2015) Roadside-unit caching in vehicular ad hoc networks for efficient popular content delivery. In: Proceedings of IEEE wireless communications and networking conference

  20. Xu K, Tipper D, Qian Y, Krishnamurthy P (2016) Time-dependent performance analysis of IEEE 802.11p vehicular networks. IEEE Trans Veh Technol 65(7):5637–5651

    Article  Google Scholar 

Download references

Acknowledgments

This research is supported by the following grants: National Natural Science Foundation of China (Grant No. 61602214, 61672264), Natural Science Foundation of Jiangsu Province in China (Grant No. BK20160191), National Key Research and Development Program of China (Grant No. 2016YFB0800801), National Science and Technology Support Program of China (Grant No. 2015BAH54F01).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Fei Chen.

Ethics declarations

Conflict of interests

The authors declare that there is no conflict of interest regarding the publication of this article.

Additional information

This article is part of the Topical Collection: Special Issue on Big Data Networking

Guest Editors: Xiaofei Liao, Song Guo, Deze Zeng, and Kun Wang

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, F., Zhang, D., Zhang, J. et al. Distribution-aware cache replication for cooperative road side units in VANETs. Peer-to-Peer Netw. Appl. 11, 1075–1084 (2018). https://doi.org/10.1007/s12083-017-0582-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12083-017-0582-4

Keywords

Navigation