Abstract
Information-Centric Networking (ICN) replaces identifying endpoints with identifying content. One of the most common and important features of ICN architectures is in-network caching, which can significantly reduce content request latency and improve user quality of service(QoS) and network performance. Therefore, how to efficiently utilize cache resources and optimize cache performance has become one of the research hotspots in ICN. This paper proposes a local popularity caching strategy based on content relevance caching (CRC). In this strategy, the local popularity of the content is calculated based on the relevance of the content requested. Routing nodes make caching decisions based on local popularity. In the forwarding process of the interest packet, the cache node ID table in the interest packet is updated according to the local popularity, and the cache decision is made. In the backhaul process of the data packet, content caching and replacement strategy need to be performed according to the caching parameters and local popularity parameters. In cache replacement, if the remaining cache capacity of the current routing node cannot satisfy the required capacity of the cached content, the local popularity of the content needs to be used to replace the cached content. In this way, repeatedly requested content ends up being cached in routing nodes closer to the user. The simulation results show that CRC has better network performance than several other classical caching strategy.
Q. Chen—This work was supported by the Chongqing Municipal Education Commission under Grant KJQN201900645.
Chongqing University of Posts and Telecommunications Doctoral Start-up Fund Project (A2019017).
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Li, J., Xue, K., Liu, J., Zhang, Y.: An ICN/SDN-based network architecture and efficient content retrieval for future satellite-terrestrial integrated networks. IEEE Netw. 34(1), 188–195 (2019)
Ngaffo, A.N., El Ayeb, W.: Information-centric networking challenges and opportunities in service discovery: a survey. In: 2020 IEEE Eighth International Conference on Communications and Networking (ComNet), pp. 1–8. IEEE (2020)
Lederer, et al.: Adaptive multimedia streaming in information-centric networks. IEEE Netw. Mag. Comput. Commun. 28(6), 91–96 (2014)
Nour, B., et al.: A unified hybrid information-centric naming scheme for IoT applications. Comput. Commun. 150, 103–114 (2020)
Qian., H.U., et al.: Random cache placement strategy for content-centric networking. In: Journal of Xidian University (2014)
Din, I.U., et al.: Caching in information-centric networking: strategies, challenges, and future research directions. IEEE Commun. Surv. Tutorials 20(2), 1443–1474 (2017)
Hagikura, J., Nakamura, R., Ohsaki, H.: On the optimal cache allocation in information-centric networking. In: 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) IEEE (2020)
Jacobson, V., et al.: Networking named content. Springer International Publishing (2015)
Laoutaris, N., Che, H., Stavrakakis, I.: The LCD interconnection of LRU caches and its analysis. Perform. Eval. 63(7), 609–634 (2006)
Wu, H., et al.: Design and evaluation of probabilistic caching in information-centric networking. IEEE Access 6, 32754–32768 (2018)
Naeem., M.A., Ullah, R., Meng, Y., et al.: Caching content on the network layer: a performance analysis of caching schemes in ICN-based Internet of Things. IEEE Internet of Things J. 9, 6477–6495 (2022)
Zhang, G., Yang, L., Tao, L.: Caching in information centric networking: a survey. Comput. Netw. 57(10), 3128–3141 (2013)
Kang, M.W., et al.: A content caching optimization scheme based on content popularity in ICN. In: Proceedings of Symposium of the Korean Institute of communications and Information Sciences (2018)
Qian, H.U., et al.: Random cache placement strategy for content-centric networking. In: Journal of Xidian University (2014)
Jiang, Y., et al.: User preference learning-based edge caching for fog radio access network. IEEE Trans. Commun. 67(2), 1268–1283 (2019)
Ibrahim, et al.: Survey on caching approaches in information centric networking. J. Netw. Comput. Appl. 56, 48–59 (2015)
Yang, et al.: Optimal caching and scheduling for cache-enabled D2D communications. IEEE Commun. Lett. Publ. IEEE Commun. Soc. 21, 1155–1158 (2017)
Afanasyev, A., Ilya, M., Zhang, L.: ndnSIM: NDN simulator for NS- 3. In: Tech. Rep. 4, (2012)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Xiong, X., Liu, Z., Zhang, Y., Chen, Q. (2023). Based on Content Relevance Caching Strategy in Information-Centric Network. In: Gao, F., Wu, J., Li, Y., Gao, H. (eds) Communications and Networking. ChinaCom 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 500. Springer, Cham. https://doi.org/10.1007/978-3-031-34790-0_10
Download citation
DOI: https://doi.org/10.1007/978-3-031-34790-0_10
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-34789-4
Online ISBN: 978-3-031-34790-0
eBook Packages: Computer ScienceComputer Science (R0)