A QoE centric distributed caching approach for vehicular video streaming in cellular networks

Wireless Communications and Mobile Computing

Volumn 16, Issue 12, 2016, Pages 1612-1624

  Sun, Fei ^a   Liu, Bo ^a,b   Hou, Fen ^c   Zhou, Haibo ^d   Chen, Jiacheng ^a   Rui, Yun ^e   Gui, Lin ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b DEAKIN UNIVERSITY   (Australia)

^c UNIVERSITY OF MACAU   (Macao)

^d UNIVERSITY OF WATERLOO   (Canada)

^e SHANGHAI ADVANCED RESEARCH INSTITUTE   (China)

Author keywords

cellular network; distributed caching; QoE; vehicular video streaming

Indexed keywords

CONSTRAINED OPTIMIZATION; COPYRIGHTS; DIGITAL STORAGE; GRADIENT METHODS; MOBILE TELECOMMUNICATION SYSTEMS; QUALITY OF SERVICE; WIRELESS NETWORKS;

CELLULAR NETWORK; CONSTRAINED OPTIMI-ZATION PROBLEMS; CONTENT DELIVERY; DISTRIBUTED CACHING; EVALUATION MODELING; QUALITY OF EXPERIENCE (QOE); REDUCED GRADIENT METHOD; USERS' SATISFACTIONS;

VIDEO STREAMING;

EID: 84942051783     PISSN: 15308669     EISSN: 15308677     Source Type: Journal    
DOI: 10.1002/wcm.2636     Document Type: Article

References (38)

1. Grafl M, Timmerer C, Hellwagner H, Xilouris G, Gardikis G, Renzi D, Battista S, Borcoci E, Negru D. Scalable media coding enabling content-aware networking. IEEE MultiMedia 2013; 20(2): 30–41.
2. Rezende C, Boukerche A, Ramos HS, Loureiro A. A reactive and scalable unicast solution for video streaming over VANETs. IEEE Transactions on Computers 2015; 64(3): 614–626.
3. Yaacoub E, Filali F, Abu-Dayya A. QoE enhancement of SVC video streaming over vehicular networks using cooperative LTE/802.11 p communications. IEEE Journal of Selected Topics in Signal Processing 2015; 9(1): 37–49.
4. Zhu X, Girod B. Distributed media-aware rate allocation for wireless video streaming. IEEE Transactions on Circuits and Systems for Video Technology 2010; 20(11): 1462–1474.
5. Park H, van der Schaar M. Fairness strategies for wireless resource allocation among autonomous multimedia users. IEEE Transactions on Circuits and Systems for Video Technology 2010; 20(2): 297–309.
6. Zhang W, Wen Y, Chen Z, Khisti A. QoE-driven cache management for http adaptive bit rate (ABR) streaming over wireless networks. In 2012 IEEE Global Communications Conference (GLOBECOM), Anaheim, California, 2012; 1951–1956.
7. Benno S, Esteban JO, Rimac I. Adaptive streaming: the network has to help. Bell Labs Technical Journal 2011; 16(2): 101–114.
8. Huysegems R, De Vleeschauwer B, Wu T, Van Leekwijck W. SVC-based http adaptive streaming. Bell Labs Technical Journal 2012; 16(4): 25–41.
9. Liu A, Lau V. Cache-enabled opportunistic cooperative MIMO for video streaming in wireless systems, 2014.
10. Dai J, Liu F, Li B, Li B, Liu J. Collaborative caching in wireless video streaming through resource auctions. IEEE Journal on Selected Areas in Communications 2012; 30(2): 458–466.
11. Shanmugam K, Golrezaei N, Dimakis A, Molisch A, Caire G. Femtocaching: wireless content delivery through distributed caching helpers. IEEE Transactions on Information Theory 2013; 59(12): 8402–8413.
12. Verhoeyen M, Vriendt JD, Vleeschauwer DD. Optimizing for video storage networking with recommender systems. Bell Labs Technical Journal 2012; 16(4): 97–113.
13. Khan A, Sun L, Jammeh E, Ifeachor E. Quality of experience-driven adaptation scheme for video applications over wireless networks. IET Communications 2010; 4(11): 1337–1347.
14. Li F, Ren P, Du Q. Joint packet scheduling and subcarrier assignment for video communications over downlink OFDMA systems. IEEE Transactions on Vehicular Technology 2012; 61(6): 2753–2767.
15. Jiang T, Wang H, Vasilakos AV. QoE-driven channel allocation schemes for multimedia transmission of priority-based secondary users over cognitive radio networks. IEEE Journal on Selected Areas in Communications 2012; 30(7): 1215–1224.
16. Tu W, Steinbach E, Muhammad M, Li X. Proxy caching for video-on-demand using flexible starting point selection. IEEE Transactions on Multimedia 2009; 11(4): 716–729.
17. Malandrino F, Casetti C, Chiasserini C. Content discovery and caching in mobile networks with infrastructure. IEEE Transactions on Computers 2012; 61(10): 1507–1520.
18. Fawaz K, Artail H. DCIM: distributed cache invalidation method for maintaining cache consistency in wireless mobile networks. IEEE Transactions on Mobile Computing 2013; 12(4): 680–693.
19. Fraile F, de Fez I, Guerri JC. Evaluation of background push content download services to mobile devices over DVB networks, 2014.
20. Li P, Guo S, Yu S, Vasilakos AV. Codepipe: an opportunistic feeding and routing protocol for reliable multicast with pipelined network coding. In 2012 Proceedings IEEE INFOCOM, Orlando, FL, USA, 2012; 100–108.
21. Zeng Y, Xiang K, Li D, Vasilakos AV. Directional routing and scheduling for green vehicular delay tolerant networks. Wireless networks 2013; 19(2): 161–173.
22. Vasilakos AV, Zhang Y, Spyropoulos T. Delay Tolerant Networks: Protocols and Applications. CRC press: Boca Raton, Florida, 2011.
23. Li Z, Simon G. In a telco-CDN, pushing content makes sense. IEEE Transactions on Network and Service Management 2013; 10(3): 300–311.
24. De Vleeschauwer D, Robinson DC. Optimum caching strategies for a telco CDN. Bell Labs Technical Journal 2011; 16(2): 115–132.
25. Kozat UC, Harmanci O, Kanumuri S, Demircin MU, Civanlar MR. Peer assisted video streaming with supply-demand-based cache optimization. IEEE Transactions on Multimedia 2009; 11(3): 494–508.
26. Kim J, Bahk S. Pecan: peer cache adaptation for peer-to-peer video-on-demand streaming. Journal of Communications and Networks 2012; 14(3): 286–295.
27. Liu F, Li B, Li B, Jin H. Peer-assisted on-demand streaming: characterizing demands and optimizing supplies. IEEE Transactions on Computers 2013; 62(2): 351–361.
28. Zhou L, Zhang Y, Song K, Jing W, Vasilakos AV. Distributed media services in p2p-based vehicular networks. IEEE Transactions on Vehicular Technology 2011; 60(2): 692–703.
29. Esch J. Peer-to-peer media streaming: insights and new developments. Proceedings of the IEEE 2011; 12(99): 2087–2088.
30. Xu C, Zhao F, Guan J, Zhang H, Muntean G-M. QoE-driven user-centric VOD services in urban multihomed p2p-based vehicular networks. IEEE Transactions on Vehicular Technology 2013; 62(5): 2273–2289.
31. Vasilakos AV, Li Z, Simon G, You W. Information centric network: research challenges and opportunities. Journal of Network and Computer Applications 2015; 52: 1–10.
32. Quan W, Xu C, Vasilakos AV, Guan J, Zhang H, Grieco LA. Tb2f: tree-bitmap and bloom-filter for a scalable and efficient name lookup in content-centric networking. In 2014 IFIP Networking Conference, Trondheim, Norway, 2014; 1–9.
33. Golrezaei N, Dimakis A, Molisch A. Scaling behavior for device-to-device communications with distributed caching. IEEE Transactions on Information Theory 2014; 60(7): 4286–4298.
34. Demestichas PP, Stavroulaki V-AG, Papadopoulou L-M, Vasilakos AV, Theologou ME. Service configuration and traffic distribution in composite radio environments. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 2004; 34(1): 69–81.
35. Cheng X, Liu J, Dale C. Understanding the characteristics of internet short video sharing: a youtube-based measurement study. IEEE Transactions on Multimedia 2013; 15(5): 1184–1194.
36. Corral-Ruiz ALE, Cruz-Pérez FA, Hernández-Valdez G. Teletraffic model for the performance evaluation of cellular networks with hyper-Erlang distributed cell dwell time. In 2010 IEEE 71st Vehicular Technology Conference (VTC 2010-Spring), Taipei, Taiwan, 2010; 1–6.
37. Reichl P, Tuffin B, Schatz R. Economics of logarithmic quality-of-experience in communication networks. In 2010 9th Conference on Telecommunications Internet and Media Techno Economics (CTTE), Ghent Belgium, 2010; 1–8.
38. Chen CN, Chu CY, Yeh SL, et al. Modeling the qoe of rate changes in SKYPE/SILK VoIP calls. In Proceedings of the 20th ACM International Conference on Multimedia, ACM, Nara, Japan, 2012; 119–128.