An autonomous QoE-driven network management framework

Recently, network researchers have taken a great interest in quality of experience (QoE) and in the new aspects it brings in the study of the link between network conditions and user satisfaction. Also, the realization that the information of users' satisfaction can be directly applied in the network management in a real-time manner has resulted in a fair amount of publications. Although the systems and frameworks presented in these publications tackle the subject of QoE-driven management quite successfully, they often concentrate on certain applications or technologies. We present a generic QoE management framework, which is applicable to a broad range of systems. We also demonstrate an instantiation of this framework as a network access point management system for RTP-based video. This system is not only able to positively affect the perceived quality of the multimedia application considered, but also to reduce over-prioritization and optimize resource usage.

[1]  Antonio Liotta,et al.  QoE-aware QoS management , 2008, MoMM.

[2]  Javier Lorca,et al.  Towards a QoE-Driven Resource Control in LTE and LTE-A Networks , 2013, J. Comput. Networks Commun..

[3]  Gerardo Rubino,et al.  A new approach for the prediction of end-to-end performance of multimedia streams , 2004, First International Conference on the Quantitative Evaluation of Systems, 2004. QEST 2004. Proceedings..

[4]  Jaime Lloret,et al.  IPTV Transcoding to Avoid Network Congestion , 2010, 2010 Sixth International Conference on Networking and Services.

[5]  Harilaos Koumaras,et al.  QoE-driven dynamic management proposals for 3G VoIP services , 2010, Comput. Commun..

[6]  Marília Curado,et al.  An Overview of Quality of Experience Measurement Challenges for Video Applications in IP Networks , 2010, WWIC.

[7]  Jean-Charles Grégoire,et al.  QoE Management in a Video Conferencing Application , 2012 .

[8]  Jukka-Pekka Laulajainen,et al.  Two-phased network traffic classification method for quality of service management , 2009, 2009 IEEE 13th International Symposium on Consumer Electronics.

[9]  Wu-chi Feng,et al.  Quality-adaptive media streaming by priority drop , 2003, NOSSDAV '03.

[10]  Hwa-Jong Kim,et al.  In-service Feedback QoE Framework , 2010, 2010 Third International Conference on Communication Theory, Reliability, and Quality of Service.

[11]  Fernando Boavida,et al.  Quality of Experience management framework for real-time multimedia applications , 2009, Int. J. Internet Protoc. Technol..

[12]  P. Amon,et al.  Scalable video coding and transcoding , 2008, 2008 IEEE International Conference on Automation, Quality and Testing, Robotics.

[13]  Martín Varela,et al.  QoE-driven network management for real-time over-the-top multimedia services , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[14]  Miguel Garcia,et al.  A QoE management system to improve the IPTV network , 2011, Int. J. Commun. Syst..

[15]  Paulo Simões,et al.  QoS adaptation in inter-domain services , 2011, 12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops.

[16]  Gabriel Alfredo Baum,et al.  A new approach for the prediction of end-to-end performance of multimedia streams , 2004 .

[17]  Aggeliki Sgora,et al.  Handoff prioritization and decision schemes in wireless cellular networks: a survey , 2009, IEEE Communications Surveys & Tutorials.

[18]  Martin Reisslein,et al.  Objective Video Quality Assessment Methods: A Classification, Review, and Performance Comparison , 2011, IEEE Transactions on Broadcasting.

[19]  Jean-Marie Bonnin,et al.  QoE-Aware Admission Control for Multimedia Applications in IEEE 802.11 Wireless Networks , 2008, 2008 IEEE 68th Vehicular Technology Conference.

[20]  Jon Postel,et al.  Internet Protocol , 1981, RFC.

[21]  John Woods,et al.  An Ontology for the Quality of Experience framework , 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

[22]  Michail-Alexandros Kourtis,et al.  QoE4CLOUD: A QoE-driven multidimensional framework for cloud environments , 2012, 2012 International Conference on Telecommunications and Multimedia (TEMU).

[23]  Luca De Cicco,et al.  Feedback control for adaptive live video streaming , 2011, MMSys.

[24]  Christian Timmerer,et al.  Challenges of QoE management for cloud applications , 2012, IEEE Communications Magazine.

[25]  Weisi Lin,et al.  Perceptual visual quality metrics: A survey , 2011, J. Vis. Commun. Image Represent..

[26]  Guy Pujolle,et al.  Quality of Experience of VoIP Service: A Survey of Assessment Approaches and Open Issues , 2012, IEEE Communications Surveys & Tutorials.

[27]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[28]  Jaime Lloret,et al.  A network management algorithm and protocol for improving QoE in mobile IPTV , 2012, Comput. Commun..

[29]  Lingfen Sun,et al.  Quality of experience-driven adaptation scheme for video applications over wireless networks , 2010, IET Commun..

[30]  Dragan Kukolj,et al.  A reduced-reference parametric model for audiovisual quality of IPTV services , 2013, 2013 Fifth International Workshop on Quality of Multimedia Experience (QoMEX).