Cloud mobile 3D display gaming user experience modeling and optimization by asymmetric graphics rendering

IEEE Journal on Selected Topics in Signal Processing

Volumn 9, Issue 3, 2015, Pages 517-532

  Lu, Yao ^a   Liu, Yao ^a   Dey, Sujit ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

3D; Asymmetric graphics rendering; Branch and bound; Cloud Mobile Gaming; Subjective testing; User experience

Indexed keywords

ALGORITHMS; BANDWIDTH; BRANCH AND BOUND METHOD; COMPUTER GRAPHICS; DISPLAY DEVICES; ENCODING (SYMBOLS); MOBILE DEVICES; MOBILE TELECOMMUNICATION SYSTEMS; MULTIMEDIA SYSTEMS; OPTIMIZATION; PROBLEM SOLVING; STEREO IMAGE PROCESSING; SUBJECTIVE TESTING; THREE DIMENSIONAL COMPUTER GRAPHICS; WIRELESS NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

AUTO-STEREOSCOPIC 3-D DISPLAY; BRANCH-AND-BOUND ALGORITHMS; CLOUD MOBILE GAMINGS; GRAPHICS RENDERING; OPTIMIZATION ALGORITHMS; OPTIMIZATION PROBLEMS; USER EXPERIENCE; USER EXPERIENCE MODEL;

RENDERING (COMPUTER GRAPHICS);

EID: 84938940324     PISSN: 19324553     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSTSP.2015.2396475     Document Type: Article

References (35)

1. [Online]. Available: http://www.appannie.com/
2. [Online]. Available: http://www.slideshare.net/3DTablet/top-5-android- 3d-tablet-2013
3. S. Wang and S. Dey, "Cloud mobile gaming: modeling and measuring user experience in mobile wireless networks, " ACM SIGMOBILE Mobile Comput. Commun. Rev. 16.1, pp. 10-21, 2012.
4. S. Wang and S. Dey, "Rendering adaptation to address communication and computation constraints in cloud mobile gaming, " in Proc. IEEE Global Commun. Conf. (GLOBECOM'10), Miami, FL, USA, Dec. 2010, pp. 1-6.
5. Y. Liu, S. Wang, and S. Dey, "Modeling, characterizing, and enhancing user experience in cloud mobile rendering, " in Proc. IEEE Int. Conf. Comput., Netw., Commun. (ICNC'12), Maui, HI, USA, Jan. 2012.
6. V. Ribeiro, R. Riedi, R. Baraniuk, J. Navratil, and L. Cottrell, "Pathchirp: Efficient available bandwidth estimation for network paths, " in Proc. Passive Active Meas. Workshop, Apr. 2003, vol. 4.
7. S. Ekelin, M. Nilsson, E. Hartikainen, A. Johnsson, J. E. Mangs, B. Melander, and M. Bjorkman, "Real-time measurement of end-to-end available bandwidth using Kalman filtering, " in Proc. 10th IEEE/IFIP Netw. Operat. Manage. Symp. (NOMS '06), Apr. 2006, pp. 73-84.
8. K. T. Chen, Y. C. Chang, P. H. Yseng, C. Y. Huang, and C. L. Lei, "Measuring the latency of cloud gaming systems, " in Proc. 19th ACM Int. Conf. Multimedia (MM'11), 2011.
9. [Online]. Available: http://www.planeshift.it/
10. S. Wang and S. Dey, "Modeling and characterizing user experience in a cloud server based mobile gaming approach, " in Proc. IEEE Global Commun. Conf. (GLOBECOM'09), Honolulu, HI, USA, 2009, pp. 1-7.
11. A. Smolic, M. Karsten, M. Philipp, K. Peter, and W. Thomas, "An overview of available and emerging 3D video formats and depth enhanced stereo as efficient generic solution, " in Proc. IEEE Picture Coding Symp. (PCS '09), 2009, pp. 1-4.
12. G. Saygili, C. G. Cihat, and A. M. Tekalp, "Evaluation of asymmetric stereo video coding and rate scaling for adaptive 3D video streaming, " IEEE Trans. Broadcasting 57.2, pp. 593-601, 2011.
13. S. Valizadeh, A. Maryam, and N. Panos, "Bitrate reduction in asymmetric stereoscopic video with low-pass filtered slices, " in Proc. IEEE Int. Conf. Consumer Electron. (ICCE'12), pp. 170-171.
14. "ITU-T Rec. G.107, The E-model, a computational model for use in transmission planning, " Mar. 2005.
15. [Online]. Available: http://www.mathworks.com/matlabcentral/fileexchange/ authors/1182
16. A. Ojala and P. Tyrvainen, "Developing cloud business models: A case study on cloud gaming, " IEEE Software, 28.4, pp. 42-47, 2011.
17. J. Gaudiosi, "Future of cloud gaming: Industry leaders' thoughts, " FC Business Intelligence, 2011.
18. P. E. Ross, "Cloud computing's killer app: Gaming, " IEEE Spectrum, vol. 46, no. 3, p. 14, Mar. 2009.
19. M. Jarschel, D. Schlosser, S. Scheuring, and T. Hoßfeld, "An evaluation of QoE in cloud gaming based on subjective tests, " in Proc. IEEE Int. Conf. Innovative Mobile and Internet Services in Ubiquitous Comput. (IMIS'11), 2011, pp. 330-335.
20. T. Hobfeld, R. Schatz, M. Varela, and C. Timmerer, "Challenges of QoE management for cloud applications, " IEEE Commun. Mag., vol. 50, no. 4, pp. 28-36, Apr. 2012.
21. S. Dey, Y. Liu, S. Wang, and Y. Lu, "Addressing response time of cloud-based mobile applications, " in Proc. ACM 1st Int.Workshop Mobile Cloud Comput. Netw., 2013, pp. 3-10.
22. [Online]. Available: http://journal.iis.sinica.edu.tw/paper/1/130146-2. pdf?cd=52C7BB7E94E9D111F
23. R. Schreier and A. Rothermel, "Motion adaptive intra refresh for the H. 264 video coding standard, " IEEE Trans. Consumer Electron., vol. 52, no. 1, pp. 249-253, Feb. 2006.
24. M. Bremicker, P. Y. Papalambros, and H. T. Loh, "Solution of mixed-discrete structural optimization problems with a new sequential linearization algorithm, " Comput. Structures 37, no. 4, pp. 451-461, 1990.
25. S. Wang and S. Dey, "Adaptive mobile cloud computing to enable rich mobile multimedia applications, " IEEE Trans.Multimedia, vol. 15, no. 4, pp. 870-883, Jun. 2013.
26. Broadsides [Online]. Available: http://cse125.ucsd.edu/cse125/2012/ cse125g1/
27. [Online]. Available: http://www.apposite-tech.com/index.html
28. Y. Liu, S. Wang, and S. Dey, "Content-aware modeling and enhancing user experience in cloud mobile rendering and streaming, " IEEE J. Emerg. Sel. Topics Circuits Syst., vol. 4, no. 1, pp. 43-56, Mar. 2014.
29. A. E. Eckberg, "Approximations for bursty (and smoothed) arrival queueing delays based on generalized peakedness, " in Proc. 11th Int. Teletraffic Congr., Kyoto, Japan, 1985.
30. K. W. Fendick and W. Whitt, "Measurements and approximations to describe the offered traffic and predict the average workload in a single server queue, " Proc. IEEE, vol. 77, no. 1, pp. 171-194, Jan. 1989.
31. M. Jarschel, S. Daniel, S. Sven, and H. Tobias, "An evaluation of QoE in cloud gaming based on subjective tests, " in Proc. IEEE Int. Conf. Innovative Mobile Internet Services Ubiquitous Comput. (IMIS'11), 2011, pp. 330-335.
32. B. Vankeirsbilck, D. Verslype, N. Staelens, P. Simoens, C. Develder, P. Demeester, C. Develder, P. Demeester, F. De Turck, and B. Dhoedt, "Platform for real-time subjective assessment of interactive multimedia applications, " Multimedia Tools Applicat., pp. 1-27, 2013.
33. B. Vankeirsbilck, T. Verbelen, D. Verslype, N. Staelens, F. De Turck, P. Demeester, and B. Dhoedt, "Quality of experience driven control of interactive media stream parameters, " in Proc. IFIP/IEEE Int. Symp. Integr. Netw. Manage. (IM '13), pp. 1282-1287.
34. U. Lampe, R. Hans, and R. Steinmetz, "Will mobile cloud gaming work? findings on latency, energy, and cost, " in Proc. IEEE 2nd Inter. Conf. Mobile Services (MS'13), Washington, DC, USA, pp. 960-961.
35. Int. Telecommun. Union "Bt-500-11: methodology for subjective assessment of the quality of television picture".