[KSCI] Korea Science Citation Index Service

http://dx.doi.org/10.6109/jicce.2020.18.2.100

Request Deduplication Scheme in Cache-Enabled 5G Network Using PON

Jung, Bokrae (Department of Information and Communication Engineering, Sungkyul University)

Publication Information

Journal of information and communication convergence engineering / v.18, no.2, 2020 , pp. 100-105 More about this Journal

Abstract

With the advent of the 5G era, the rapid growth in demand for mobile content services has increased the need for additional backhaul investment. To meet this demand, employing a content delivery network (CDN) and optical access solution near the last mile has become essential for the configuration of 5G networks. In this paper, a cache-enabled architecture using the passive optical network (PON) is presented to serve video on demand (VoD) for users. For efficient use of mobile backhaul, I propose a request deduplication scheme (RDS) that can provide all the requested services missed in cache with minimum bandwidth by eliminating duplicate requests for movies within tolerable range of the quality of service (QoS). The performance of the proposed architecture is compared with and without RDS in terms of the number of requests arriving at the origin server (OS), hit ratio, and improvement ratio according to user requests and cache sizes.

Keywords

Cache; Backhaul; Passive Optical Network; 5G; Request Deduplication;

Citations & Related Records

Times Cited By KSCI : 2 (Citation Analysis)

Reference
Cited By KSCI

1	T. Wu, "Network neutrality, broadband discrimination," Journal of Telecommunications and High Technology Law, vol. 2, pp. 141-176, 2003. DOI: 10.2139/ssrn.388863.
2	China Mobile white paper, "C-RAN: The Road Towards Green RAN" Sept. 2013.
3	G. Kramer, B. Mukherjee and G. Pessavento, "Ethernet PON (ePON): Design and analysis of an optical access network," Photonic Network Communications, vol. 3, pp. 307-319, 2001. DOI: 10.1023/A:1011463617631. DOI
4	D. De Vleeschauwer and K. Laevens, "Performance of Caching Algorithms for IPTV On-Demand Services," IEEE Transactions on Broadcasting, vol. 55, no. 2, pp. 491-501, 2009. DOI: 10.1109/TBC.2009.2015983. DOI
5	M. A. Kader, E. Bastug, M. Bennis, E. Zeydan, A. Karatepe, A. S. Er and M. Debbah, "Leveraging big data analytics for cache-enabled wireless networks," in Proceeding of 2015 IEEE Globecom Workshops, San Diego: CA, pp. 1-6, 2015. DOI: 10.1109/GLOCOMW.2015.7414014.
6	X. Wang, M. Chen, T. Taleb, A. Ksentini and V. C. M. Leung, "Cache in the air: exploiting content caching and delivery techniques for 5G systems," IEEE Communications. Magazine, vol 52, pp. 131-139, Feb. 2014. DOI:10.1109/MCOM.2014.6736753. DOI
7	C. Jayasundara, A. Nirmalathas, E. Wong and N. Nadarajah, "Popularity-aware caching algorithm for video-on-demand delivery over broadband access networks," in Proceeding of IEEE GLOBECOM 2010, Miami: FL, pp. 1-5, 2010. DOI: 10.1109/GLOCOM.2010.5683976.
8	X. Li, K. Kanonakis, N. Cvijetic, A. Tanaka, C. Qiao and T. Wang, "Joint bandwidth provisioning and cache management for video distribution in software-defined Passive Optical Networks," in Proceeding of Optical Fiber Communications (OFC) 2014, San Francisco: CA, pp. 1-3, 2014. DOI: 10.1364/OFC.2014.Tu3F.5.
9	Y. Li, S. Dai and W. Wu, "Cooperative video caching scheme over software defined passive optical network," Journal of Network and Computer Applications, vol. 117, pp. 86-100, 2018. DOI: 10.1016/j.jnca.2018.05.017. DOI
10	B. Jung, "Evolution path of mobile fronthaul/backhaul architecture for 5G service," Journal of KING Computing, vol. 14, no. 2, pp. 16-23, 2018.
11	T. Szigeti, CCIE No. 9794 and C. Hatting, End-to-End QoS Network Design: Quality of Service in LANs, WANs, VPNs, 8th ed., Indianapolis, Cisco Press, 2010.
12	CLOUDFLARE web page, CDN Performance [Online], Available: https://www.cloudflare.com/learning/cdn/performance/.
13	S. H. Jeon, S. An, C. Yoon, H. Lee and J. Choi, "User centric content management system for open IPTV over SNS," Journal of Communications and Networks, vol. 17, no. 3, pp. 296-305, 2015. DOI: 10.1109/JCN.2015.000052. DOI
14	L. Breslau, Pei Cao, Li Fan, G. Phillips and S. Shenker, "Web Caching and Zipf-Like Distributions: Evidence and Implications," in Proceeding of IEEE INFOCOM, vol.1, pp. 126-134, 1999.
15	Christensen Tools Page, [Online] Available: http://www.csee.usf.edu/-kchriste/tools/toolpage.html.