Enhancing mobile video capacity and quality using rate adaptation, RAN caching and processing

IEEE/ACM Transactions on Networking

Volumn 24, Issue 2, 2016, Pages 996-1010

  Pedersen, Hasti A ^a   Dey, Sujit ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Adaptive bit rate (ABR) algorithm; video processing and caching; video quality of experience; wireless network capacity

Indexed keywords

QUALITY OF SERVICE; WIRELESS NETWORKS;

INDEPENDENT RESEARCH; NETWORK CAPACITY; PROCESSING CAPACITIES; PROCESSING RESOURCES; QUALITY OF EXPERIENCE (QOE); RADIO ACCESS NETWORKS; STATISTICAL SIMULATION; TRANSMISSION RATES;

VIDEO SIGNAL PROCESSING;

EID: 84929832423     PISSN: 10636692     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNET.2015.2410298     Document Type: Article

References (27)

1. Microsoft Download Center, "Smooth streaming technical overview," Mar. 2009.
2. S. Akhshabi et al., "An experimental evaluation of rate-adaptation algorithms in adaptive streaming over http," ACM Multimedia Syst., pp. 157-168, 2011.
3. H. Ahlehagh and S. Dey, "Video caching in radio access network: Impact on delay and capacity," in Proc. IEEE Wireless Commun. Networking Conf., 2012, pp. 2276-2281.
4. H. Ahlehagh and S. Dey, "Video aware scheduling and caching in the radio access network," IEEE Trans. Netw., vol. 22, no. 5, pp. 1444-1462, Aug. 2014.
5. D. Pisinger, "Algorithms for knapsack problems," Ph.D. dissertation, DIKU, Univ. Copenhagen, Copenhagen, Denmark, 1995.
6. H. Kellerer et al., "Knapsack problems," 2004.
7. G. Tian and Y. Liu, "Towards agile and smooth video adaptation in dynamic HTTP streaming," in Proc. ACM Int. Conf. Emerging Networking EXperiments Technol., Dec. 2012, pp. 109-120.
8. C. Liu et al., "Rate adaptation for adaptive HTTP streaming," in Proc. 2nd Annu. ACM Conf. Multimedia Syst., New York, NY, USA, 2011, pp. 169-174.
9. J. Martin et al., "Characterizing Netflix bandwidth consumption," in Proc. IEEE Consumer Commun. Networking Conf., 2013, pp. 230-235.
10. X. Wang et al., "Cloud-assisted adaptive video streaming and socialaware video prefetching for mobile users," IEEEWireless Commun. J., vol. 20, no. 3, pp. 72-79, Jun. 2013.
11. B. Tarbox, "Complexity considerations for centralized packaging vs. remote packaging," Technical Forum Proc., Spring 2012.
12. B. Tarbox, "Intelligent caching in an ABR multi-format CDN world," Technical Forum Proc., Spring 2012.
13. W. Zhang et al., "QoE-driven cache management for HTTP adaptive bit rate streaming over wireless networks," IEEE. Trans. Multimedia, vol. 15, no. 6, pp. 1431-1445, Aug. 2013.
14. J. Ribas-Corbera et al., "A generalized hypothetical reference decoder for H.264/AVC," IEEE Trans. Circuits Syst., vol. 13, no. 7, pp. 674-687, Jul. 2003.
15. A. K. Moorthy et al., "Video quality assessment on mobile devices: Subjective, behavioral and objective studies," IEEE J. Sel. Topics Signal Process., vol. 6, no. 6, pp. 652-671, Oct. 2012.
16. A. Balachandran et al., "Developing a predictive model of quality of experience for internet video," in Proc. ACM SIGCOMM, Hong Kong, Aug. 2013, pp. 339-350.
17. 3GPP, "TR36.814 v1.0.0: Evolved universal terrestrial radio access (E-UTRA); further advancements for E-UTRA physical layer aspects," 2009 Online. Available: www.3gpp.org
18. B. L. Bowerman et al., Forecasting, Time Series, and Regression, 4th ed. Boston, MA, USA: Cengage Learning, 2007.
19. R. M. Karp, "Reducibility among combinatorial problems," in Complexity of Computer Computations, R. E. Miller and J. W. Thatcher, Eds. New York, NY, USA: Plenum, 1972, pp. 85-103.
20. R. Motwani and P. Raghavan, Randomized Algorithms, 1st ed. Cambridge, U.K.: Cambridge Univ., 1997.
21. D. N. Politis, "Computer-intensive methods in statistical analysis," IEEE Signal Process. Mag., vol. 15, no. 1, pp. 39-55, Jan. 1998.
22. R. Neapolitan, Foundations of Algorithms, 3rd ed. Sudbury, MA, USA: Jones and Bartlett, 2003.
23. D. A. Spielman and S.-H. Teng, "Smoothed analysis of algorithms: Why the simplex algorithm usually takes polynomial time," J. ACM, vol. 51, no. 3, pp. 385-463, May 2004.
24. C. Koufogiannakis and N. E. Young, "A nearly linear-time PTAS for explicit fractional packing and covering linear programs," Algorithmica, vol. 70, pp. 648-674, Dec. 2014.
25. Online. Available: http://en.wikipedia.org/wiki/normal-distribution
26. P. Toth, Knapsack Problems: Algorithms and Computer Implementations. New York, NY, USA: Wiley, 1990.
27. M. R. Garey and D. S. Johnson, Computers and Intractability: A Guide to the Theory of NP-Completeness, 1st ed. San Francisco, CA, USA: Freeman, 1979.