Liangyi Ma
ABSTRACT
Efficient data delivery in vehicular named data networks (VNDNs) can immensely enhance the safety and entertainment for drivers. For this purpose, in-network caching is used to expedite data delivery. In this work, a distributed probability-based caching with content-location-awareness (DPC-CLA) is proposed for efficient data delivery in VNDNs, where the roadside-units (RSUs) with caching capabilities can accurately access the relatively popular contents of the received packets by normalizing the reciprocal sum of the request hops in an indefinite period. In addition, the RSUs can also perceive the surrounding cache locations using the weighted recursive sum of the neighbouring cache intervals. Simulation results show that the proposed DPC-CLA performs better than four existing caching mechanisms in terms of the average number of hops and the cache hit ratio.
- Rana S, Rana S, C. Purohit K. A review of Various routing protocols in VANET. International Journal of Advanced Engineering Research and Science, vol. 96, pp. 221--224, Jun 2014.Google Scholar
- G. Xylomenos, N. C. Ververidis, V. A. Siris, et al, A survey of Information-Centric Networking research. IEEE Communications Surveys & Tutorials, vol. 16, pp. 1024--1049, July 2014.Google ScholarCross Ref
- H. Gomaa, G. G. Messier, R. Davies, Hierarchical cache performance analysis under TTL-based consistency. IEEE/ACM Transactions on Networking, vol. 23, pp.1190--1201, Aug 2015. Google ScholarDigital Library
- G. Grassi, D. Pesavento, G. Pau, et al, VANET via Named Data Networking. Computer Communications Workshops(CCW 2014). IEEE Press, pp. 410--415, July. 2014.Google Scholar
- Z. Hu, Z. Zheng, T. Wang, L.Y. Song, X.M. Li, Roadside unit caching: auction-based storage allocation for multiple content providers. IEEE Transactions on Wireless Communications. IEEE Press, vol.16, pp. 6321--6334, July. 2017.Google Scholar
- Q. Hu, M. Q. Wu, S. Guo, H. L. Han, C. Y. Zhang, Workload-aware caching policy for Information-Centric Networking, Ieice Transactions on Communications, vol. 97, pp. 2157--2166, Oct 2014.Google ScholarCross Ref
- X. Hu, J. Gong, Opportunistic on-path caching for Named Data Networking. Ieice Transactions on Communications, vol. 97, pp. 2360--2367, Nov 2014.Google ScholarCross Ref
- Y. J. Zeng, M. S. Jin, H. B. LUO, LICA: a segment-popularity based caching scheme in ICN, acta electronica sinica, vol. 44, pp. 358--364, Feb 2016.Google Scholar
- Y. Liao, Y. P. Hu, L. J. Wu, Q. Zheng, A weighted frequency based cache memory replacement policy for Named Data Networking,International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage. Springer Press, pp. 361--370, Nov 2016.Google Scholar
- L. Zhang, J Zhao, Z. Shi, LF: a caching strategy for Named Data mobile Ad Hoc Networks, Proceedings of the 4th International Conference on Computer Engineering and Networks, Springer Press, pp. 279--290, Jan 2015.Google ScholarCross Ref
- R. Huo, J Liu, T Huang, et al. Cooperative caching strategy based on correlation probability in Information Centric Networking, Journal of Beijing University of Posts & Telecommunications, vol. 38, pp. 16--20, March 2015.4Google Scholar
- C Zhan, Z Wen. Content Cache Placement for Scalable Video in Heterogeneous Wireless Network. IEEE Communications Letters, Vol. 21, pp.2714--2717, September 2017.Google Scholar
- J Li, H Wu, B Liu, et al. Popularity-driven coordinated caching in Named Data Networking. Ancs Proceedings of Theghth Acm/ieee Symposium on Architectures for Networking & Communicat, 2017:15--26. Google ScholarDigital Library
- V. Jacobson, D. K. Smetters, J. D. Thornton, et al, Networking named content, International Conference on Emerging NETWORKING Experiments and Technologies, ACM press, pp. 1--12, Dec 2009. Google ScholarDigital Library
- J Li, H Wu, B Liu, et al. Popularity-driven coordinated caching in named data networking. Ancs Proceedings of Theghth Acm/ieee Symposium on Architectures for Networking & Communicat, 2017:15--26. Google ScholarDigital Library
- I. Psaras, K. C. Wei, G. Pavlou, Probabilistic in-network caching for information-centric networks, Edition of the Icn Workshop on Information-Centric NETWORKING, ACM Press, pp. 55--60, Aug 2012. Google ScholarDigital Library
Index Terms
- Distributed Probabilistic Caching with Content-location Awareness in VNDNs
Recommendations
Performance analysis of in-network caching for content-centric networking
With the explosion of multimedia content, Internet bandwidth is wasted by repeated downloads of popular content. Recently, Content-Centric Networking (CCN), or the so-called Information-Centric Networking (ICN), has been proposed for efficient content ...
User-assisted in-network caching in information-centric networking
In information-centric networking, in-network caching has the potential to improve network efficiency and content distribution performance by satisfying user requests with cached content rather than downloading the requested content from remote sources. ...
Proactive caching with mobility prediction under uncertainty in information-centric networks
ICN '17: Proceedings of the 4th ACM Conference on Information-Centric NetworkingProactive caching can be a key enabler for reducing the latency of retrieving predictable content requests, alleviating backhaul traffic and mitigating latency caused by handovers. In mobile networks, proactive caching relies on mobility prediction to ...
Comments