Empirical QoE/QoS correlation model based on multiple parameters for VoD flows

Proceedings - IEEE Global Communications Conference, GLOBECOM

Volumn , Issue , 2012, Pages 1963-1968

  Aroussi, Sana ^a   Bouabana Tebibel, Thouraya ^a   Mellouk, Abdelhamid ^b  

^a Institut National de Formation en Informatique   (Algeria)

^b UNIVERSITÉ PARIS EST CRÉTEIL   (France)

Author keywords

Correlation model; Exponential Hypothesis; Multiple Linear Regression; Quality of Experience; Quality of Service; Quality of Video

Indexed keywords

QUALITY OF SERVICE; VIDEO ON DEMAND;

CORRELATION MODELING; EXPONENTIAL HYPOTHESIS; EXPONENTIALS; MODEL-BASED OPC; MULTIPLE LINEAR REGRESSIONS; MULTIPLE PARAMETERS; QUALITY OF EXPERIENCE; QUALITY OF VIDEOS; QUALITY-OF-SERVICE; SERVICE-CORRELATION;

MULTIPLE LINEAR REGRESSION;

EID: 84877673203     PISSN: 23340983     EISSN: 25766813     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2012.6503403     Document Type: Conference Paper

References (18)

1. B. Weiss, S. Möller, I. Wechsung and C. Kühnel, "Quality of Experiencing Multi-Modal Interaction", chapter 9 of book, Spoken Dialogue Systems Technology and Design, W. Minker and al, 2011, pp. 213-23.
2. J. Shaikh, M. Fiedler and D. Collange, "Quality of Experience from User and Network Perspectives", Annals Of Telecommunications, Springer, Vol. 65, 2009, pp. 47-57.
3. A. Hamam, M. Eid, A. El Saddik and N. D. Georganas, "A Quality of Experience Model for Haptic User Interfaces", Ambi-Sys Workshop on Haptic User Interfaces in Ambient Media Systems, Brussels, Belgium, 2008, p. 6.
4. Y. Gong, F. Yang, L. Huang and S. Su, "Model-based Approach to Measuring Quality of Experience", International Conference on Emerging Network Intelligence, Malta, Italia, 2009, pp. 29 - 32.
5. H. Kim, D. Lee, J. Lee, K. Lee, W. Lyu and S. Choi, "The QoE Evaluation Method through the QoS-QoE Correlation Model", International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, 2008, pp. 719 - 725.
6. M. Fiedler, T. Hossfeld and P. Tran-Gia, "A Generic Quantitative Relationship between Quality of Experience and Quality of Service", IEEE Communications Society, Network IEEE, Vol. 24, No. 2, 2010, pp. 36 - 41.
7. H. Rifai, M. Samer and A. Mellouk, "A Brief Synthesis of QoS-QoE Methodologies", International Symposium of Programming and Systems, Alger, Algeria, 2011, pp. 179-186.
8. L. De Marez and K. De Moor, "The Challenge of User- and QoE-centric Research and Product Development in Today's ICT-Environment", Observatorio Journal, Vol. 1, No. 3, 2007, pp. 1-22.
9. P. Reichl, B. Tuffin and R. Schatz, "Economics of Logarithmic Quality-of-Experience in Communication Networks", Conference on Telecommunications Internet and Media Techno Economics (CTTE), Ghent, Belgium, 2010, pp. 1 - 8.
10. S. Henriksen and P. Khirman, "Relationship between Quality-of-Service and Quality-of-Experience for Public Internet Service", Workshop on Passive and Active Measurement, Colorado, USA, 2002, p. 6.
11. Recommendation ITU-R BT.500-11, "Methodology for the Subjective Assessment of the Quality of Television Pictures", 2002, p. 48.
12. G. K. Smyth, "Nonlinear regression", Encyclopedia of Environmetrics, Edited by A. H. El-Shaarawi & W. W. Piegorsch, Vol. 3, 2002, pp 1405-1411
13. D. M. Meko, "Multiple Linear Regression", Notes 11, GEOS 585A, Applied Time Series Analysis, Spring, 2011, p. 11. http://www.ltrr.arizona.edu/ ~dmeko/notes-11.pdf.
14. T. Ahmed. "Adaptive Packet Video Streaming Over IP Networks: A Cross Layer Approach", Doctorat thesis, University of Versailles-Saint-Quentin- en-Yvelines, Versailles, France, 2003, p. 191.
15. A. Lattre, J. Bilien, A. Daoud, C. Stenac, A. Cellerier and J. Saman, "VideoLAN Streaming Howto", 2005, p. 65. http://images.videolan.org/ doc/streaming-howto/en/streaming-howto-en.pdf.
16. S. Hemminger, "Network Emulation with NetEm", Linux Conf Au, 2005, p. 9. http://developer.osdl.org/shemminger/netem/LCA2005-paper.pdf
17. P. A. Cornillon and E. Matzner-Lober, "Régression avec R", Springer, 2011, p. 242.
18. The R Project for Statistical Computing. http://www.r-project.org.