A quest for an internet video quality-of-experience metric

Proceedings of the 11th ACM Workshop on Hot Topics in Networks, HotNets-11

Volumn , Issue , 2012, Pages 97-102

  Balachandran, Athula ^a   Sekar, Vyas ^c   Akella, Aditya ^b   Seshan, Srinivasan ^a   Stoica, Ion ^d   Zhang, Hui ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITY OF WISCONSIN MADISON   (United States)

^c STONY BROOK UNIVERSITY   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIT RATES; CONTENT PROVIDERS; DOMAIN SPECIFIC; ENCODED SIGNALS; GOLD STANDARDS; INTERNET VIDEO; MACHINE LEARNING PROBLEM; PERFORMANCE METRICS; PREDICTION PERFORMANCE; PREDICTIVE MODELS; PROBLEM-BASED; STARTUP TIME; USER EXPERIENCE; USER INTERESTS; VIDEO PLAYERS;

INTERNET;

QUALITY CONTROL;

EID: 84870363909     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2390231.2390248     Document Type: Conference Paper

References (33)

1. Buyer's Guide: Content Delivery Networks. http://goo.gl/B6gMK.
2. CBS Scores 37 Million In Online Ad Sales For March Madness. http://goo.gl/C3bSV.
3. Cisco forecast. http://goo.gl/7rilD.
4. Comcast to cap data transfers at 250 gb in oct. http://goo.gl/X5A11.
5. Conviva. http://www.conviva.com.
6. Driving Engagement for Online Video.http://goo.gl/pO5Cj.
7. Figure of merit.http://goo.gl/pNdwn.
8. Ooyala. http://www.ooyala.com/.
9. P.800 : Methods for subjective determination of transmission quality. http://www.itu.int/rec/T-REC-P.800-199608-I/en.
10. P.910 : Subjective video quality assessment methods for multimedia applications. http://goo.gl/QjFhZ.
11. SPEC philosophy. http://www.spec.org/spec/#philosophy.
12. Video quality metrics. http://goo.gl/Ga9Xz.
13. I. Sodagar. The MPEG-DASH Standard for Multimedia Streaming Over the Internet. IEEE Multimedia, 2011.
14. K. Chen, C. Huang, P. Huang, C. Lei. Quantifying Skype User Satisfaction. In Proc. SIGCOMM, 2006.
15. A. Bouch, A. Kuchinsky, and N. Bhatti. Quality is in the Eye of the Beholder: Meeting Users' Requirements for Internet Quality of Service. In Proc. CHI, 2000.
16. S. Akhshabi, L. Anantakrishnan, C. Dovrolis, and A. C. Begen. What Happens when HTTP Adaptive Streaming Players Compete for Bandwidth? In Proc. NOSSDAV, 2012.
17. R. H. Allen and R. D. Sriram. The Role of Standards in Innovation. Elsevier: Technology Forecasting and Social Change, 2000.
18. N. Cranley, P. Perry, and L. Murphy. User perception of adapting video quality. International Journal of Human-Computer Studies, 2006.
19. F. Dobrian, V. Sekar, A. Awan, I. Stoica, D. A. Joseph, A. Ganjam, J. Zhan, and H. Zhang. Understanding the impact of video quality on user engagement. In Proc. SIGCOMM, 2011.
20. J. Esteban, S. Benno, A. Beck, Y. Guo, V. Hilt, and I. Rimac. Interactions Between HTTP Adaptive Streaming and TCP. In Proc. NOSSDAV, 2012.
21. H. Y. et al. Inside the Bird's Nest: Measurements of Large-Scale Live VoD from the 2008 Olympics. In Proc. IMC, 2009.
22. A. Finamore, M. Mellia, M. Munafo, R. Torres, and S. G. Rao. Youtube everywhere: Impact of device and infrastructure synergies on user experience. In Proc. IMC, 2011.
23. H. Yu, D. Zheng, B. Y. Zhao, and W. Zheng. Understanding User Behavior in Large-Scale Video-on-Demand Systems. In Proc. Eurosys, 2006.
24. L. Kontothanassis, R. Sitaraman, J. Wein, D. Hong, R. Kleinberg, B. Mancuso, D. Shaw, and D. Stodolsky. A Transport Layer for Live Streaming in a Content Delivery Network. Proc. IEEE, 92, 2004.
25. L. Huang, J. Jia, B. Yu, B.-G. Chun, P. Maniatis, and M. Naik. Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression. In Proc. NIPS, 2010.
26. E. B. L. Plissonneau. A Longitudinal View of HTTP Video Streaming Performance. In MMSys, 2012.
27. B. Liu, M. Hu, and W. Hsu. Intuitive Representation of Decision Trees Using General Rules and Exceptions. In Proc. AAAI, 2000.
28. H. Liu, Y. Wang, Y. R. Yang, A. Tian, and H. Wang. Optimizing Cost and Performance for Content Multihoming. In Proc. SIGCOMM, 2012.
29. X. Liu, F. Dobrian, H. Milner, J. Jiang, V. Sekar, I. Stoica, and H. Zhang. A Case for a Coordinated Internet Video Control Plane. In Proc. SIGCOMM, 2012.
30. T. Mitchell. Machine Learning. McGraw-Hill.
31. R. K. P. Mok, E. W. W. Chan, X. Luo, and R. K. C. Chang. Inferring the QoE of HTTP Video Streaming from User-Viewing Activities . In SIGCOMM W-MUST, 2011.
32. S. Akhshabi, A. Begen, C. Dovrolis. An Experimental Evaluation of Rate Adaptation Algorithms in Adaptive Streaming over HTTP. In Proc. MMSys, 2011.
33. M. Watson. Http adaptive streaming in practice. http://goo.gl/yXjjt.