ABSTRACT
This work presents a control-theoretic scalable device-to-device offloading system that provides seamless video streaming services to clients by effectively offloading parts of the video traffic to D2D networks in order to alleviate the cellular network traffic load. In the proposed system, the main functionalities of the content centric networking (CCN) technology are employed to simultaneously download the video content from multiple wireless networks. A two-stage PID-based LTE traffic controller is proposed to determine the amount of traffic to be offloaded to the D2D network among the cellular operator, the D2D servers, and the D2D clients. The proposed system is fully implemented using a CCNx open source and C/C++. Experimental results are provided to demonstrate the performance improvement of the proposed system.
- Cisco White Paper, "Cisco Visual Networking Index -- Global mobile data traffic forecast, update, 2014--2019," 2015.Google Scholar
- Ericsson Annual Report, "Welcome to the networked society," 2014.Google Scholar
- Ericsson, "Ericsson mobility report," 2015.Google Scholar
- M. Yang, S. Lim, H. Park, and N. Park, "Solving the data overload: Device-to-device bearer control architecture for cellular data offloading," IEEE Vehicular Technology Magazine, Vol. 8, Issue 1, pp. 31--39, Feb. 2013.Google ScholarCross Ref
- A. Asadi, Q. Wang, and V. Mancuso, "A survey on device-to-device communication in cellular networks," IEEE Communications Surveys & Tutorials, Vol. 16, Issue 4, pp. 1801--1891, Apr. 2014.Google ScholarCross Ref
- F. Malandrino, M. Kurant, A. Markopoulou, C. Westphal, and U. Kozat, "Proactive seeding for information cascades in cellular networks," Proceedings of IEEE INFOCOM, pp. 1719--1727, Mar. 2012.Google Scholar
- S. Belouanas, K. Thai, P. Spathis, M. Amorim, F. Rousseau, and A. Duda, "Content centricity in constrained cellular-assisted D2D communications," Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol. 140, pp. 134--145, Nov. 2014.Google ScholarCross Ref
- Q. Wang, W. Wang, S. Jin, H. Zhu, and N. Zhang, "Quality-optimized joint source selection and power control for wireless multimedia D2D communication using Stackelberg game," IEEE Transactions on Vehicular Technology, Vol. 64, Issue 8, pp. 3755--3769, Sep. 2014.Google ScholarCross Ref
- J. Liu, Y. Kawamoto, H. Nishiyama, N. Kato, and N. Kadowaki, "Device-to-Device communications achieve efficient load balancing in LTE-advanced networks," IEEE Wireless Communications, Vol. 21, Issue 2, Apr. 2014.Google Scholar
- X. Duan, A. Akhtar, and X. Wang, "Software-defined networking-based resource management: data offloading with load balancing in 5G HetNet," EURASIP Journal on Wireless Communications and Networking, Dec. 2015.Google ScholarCross Ref
- V. Jacobson, D.K. Smetters, J.D. Thornton, M.F. Plasee, N. Briggs, R. Braynard, "Networking named content", Proceedings of ACM CoNEXT, pp. 1--12, 2009. Google ScholarDigital Library
- CCNx. {Online}. Available: http://blogs.parc.com/ccnx/.Google Scholar
- A. Detti, B. Ricci, and N. Blefari-Melazzi, "Mobile peer-to-peer video streaming over information-centric networks," Computer Networks, Vol. 81, pp. 272--288, Apr. 2015. Google ScholarDigital Library
- W. Lin, H. Zhao, and K. Liu, "Incentive cooperation strategies for peer-to-peer live multimedia streaming social networks," IEEE Transactions on Multimedia, Vol. 11, Issue 3, pp. 396--412, Apr. 2009. Google ScholarDigital Library
- LTE pricing model, http://koreajoongangdaily.joins.com/news/article/Article.aspx?aid=3003941.Google Scholar
- G. Lee and H. Song, "Cross-layer optimized video streaming based on IEEE 802.11 multi-rate over multi-hop mobile ad hoc networks," ACM/Springer Mobile Networks and Applications, Vol. 15, Issue 5, pp. 652--663, Oct. 2010. Google ScholarDigital Library
- S. Boyd and L. Vandenberghe, "Convex optimization," Cambridge University Press, 2004. Google ScholarDigital Library
- NetEM, http://www.linuxfoundation.org/collaborate/workgroups/networking/netem.Google Scholar
- Video test sequence, http://cs-nsl-wiki.cs.surrey.sfu.ca/wiki/Video_Library_and_Tools.Google Scholar
- ISO/IEC 13818 (MPEG-2), "Generic coding of moving pictures and associated audio information," Nov. 1994.Google Scholar
- C. Ghali, A. Narayanan, D. Oran, G. Tsudik, and C. A. Wood, "Secure fragmentation for content-centric networks," proceedings of IEEE international symposium on network computing and applications, 2015. Google ScholarDigital Library
- J. Ziegler and N. Nichols, "Optimum settings for automatic controllers," Journal of Dynamic Systems, Measurement, and Control, Vol. 115, pp. 220--222, Jun. 1993.Google ScholarCross Ref
Index Terms
- Control-theoretic Scalable Device-to-Device Offloading System for Video Streaming Services
Recommendations
Mobile data offloading system for video streaming services over SDN-enabled wireless networks
MMSys '18: Proceedings of the 9th ACM Multimedia Systems ConferenceThis work presents a mobile data offloading system for video streaming services over software-defined networking (SDN)-enabled wireless networks. The goal of the proposed system is to alleviate cellular network congestion by offloading parts of video ...
Smart Base Station-Assisted Partial-Flow Device-to-Device Offloading System for Video Streaming Services
This paper presents a smart base station-assisted partial-flow device-to-device offloading system that provides seamless video streaming services to clients by effectively offloading parts of the video traffic to D2D networks in order to alleviate the ...
Cooperative content offloading through WiFi and mobile device-to-device networks
2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC)This paper investigates the use of WiFi and mobile device-to-device networks, with vehicular ad hoc networks being a typical example, as a complementary means to offload and reduce the traffic load of cellular networks. A novel cooperative content ...
Comments