Challenges of future multimedia QoE monitoring for internet service providers

The ever-increasing network traffic and user expectations at reduced cost make the delivery of high Quality of Experience (QoE) for multimedia services more vital than ever in the eyes of Internet Service Providers (ISPs). Real-time quality monitoring, with a focus on the user, has become essential as the first step in cost-effective provisioning of high quality services. With the recent changes in the perception of user privacy, the rising level of application-layer encryption and the introduction and deployment of virtualized networks, QoE monitoring solutions need to be adapted to the fast changing Internet landscape. In this contribution, we provide an overview of state-of-the-art quality monitoring models and probing technologies, and highlight the major challenges ISPs have to face when they want to ensure high service quality for their customers.

[1]  Seungjoon Lee,et al.  Network function virtualization: Challenges and opportunities for innovations , 2015, IEEE Communications Magazine.

[2]  Shobha Venkataraman,et al.  Prometheus: toward quality-of-experience estimation for mobile apps from passive network measurements , 2014, HotMobile.

[3]  Vijay Sivaraman,et al.  Perspectives on Net Neutrality and Internet Fast-Lanes , 2016, CCRV.

[4]  Alexander Raake,et al.  Quality of Experience: Advanced Concepts, Applications and Methods , 2014 .

[5]  Lea Skorin-Kapov,et al.  Can context monitoring improve QoE? A case study of video flash crowds in the internet of services , 2015, 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM).

[6]  Anja Feldmann,et al.  Pushing CDN-ISP collaboration to the limit , 2013, CCRV.

[7]  David Hausheer,et al.  An SDN-Based CDN/ISP Collaboration Architecture for Managing High-Volume Flows , 2015, IEEE Transactions on Network and Service Management.

[8]  Zhuoqing Morley Mao,et al.  QoE Doctor: Diagnosing Mobile App QoE with Automated UI Control and Cross-layer Analysis , 2014, Internet Measurement Conference.

[9]  Aiko Pras,et al.  Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX , 2014, IEEE Communications Surveys & Tutorials.

[10]  Konstantina Papagiannaki,et al.  Measuring Video QoE from Encrypted Traffic , 2016, Internet Measurement Conference.

[11]  Guan-Ming Su,et al.  Quality of Experience , 2012 .

[12]  C.-C. Jay Kuo,et al.  Challenges in cloud based ingest and encoding for high quality streaming media , 2015, 2015 IEEE International Conference on Image Processing (ICIP).

[13]  Chih-Liang Yeh Conceptualized Framework for Regulation of OTT Video Services: A New Battlefield of Interconnection and Peering * , 2014 .

[14]  Phuoc Tran-Gia,et al.  YoMoApp: A tool for analyzing QoE of YouTube HTTP adaptive streaming in mobile networks , 2015, 2015 European Conference on Networks and Communications (EuCNC).

[15]  Filip De Turck,et al.  Network Function Virtualization: State-of-the-Art and Research Challenges , 2015, IEEE Communications Surveys & Tutorials.

[16]  Andrea Passarella,et al.  A survey on content-centric technologies for the current Internet: CDN and P2P solutions , 2012, Comput. Commun..

[17]  Jim Esch,et al.  Software-Defined Networking: A Comprehensive Survey , 2015, Proc. IEEE.

[18]  Manuela Pereira,et al.  Factors Influencing Quality of Experience , 2014, Quality of Experience.

[19]  Alexander Raake,et al.  IP-Based Mobile and Fixed Network Audiovisual Media Services , 2011, IEEE Signal Processing Magazine.

[20]  Delli Priscoli Francesco,et al.  Future internet architecture: Control-based perspectives related to Quality of Experience (QoE) management , 2015, 2015 34th Chinese Control Conference (CCC).

[21]  Tobias Hoßfeld,et al.  Passive YouTube QoE Monitoring for ISPs , 2012, 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing.

[22]  Yanjiao Chen,et al.  From QoS to QoE: A Survey and Tutorial on State of Art, Evolution and Future Directions of Video Quality Analysis , 2014 .

[23]  Roberto Bruschi,et al.  OpenVolcano: An Open-Source Software Platform for Fog Computing , 2016, 2016 28th International Teletraffic Congress (ITC 28).

[24]  Lea Skorin-Kapov,et al.  A multi-dimensional view of QoE: the ARCU model , 2012, 2012 Proceedings of the 35th International Convention MIPRO.

[25]  Hans-Jürgen Zepernick,et al.  No-reference image and video quality assessment: a classification and review of recent approaches , 2014, EURASIP Journal on Image and Video Processing.

[26]  Vaibhav Bajpai,et al.  A Survey on Internet Performance Measurement Platforms and Related Standardization Efforts , 2015, IEEE Communications Surveys & Tutorials.

[27]  Luigi Atzori,et al.  QoE-centric service delivery: A collaborative approach among OTTs and ISPs , 2016, Comput. Networks.

[28]  Luigi Atzori,et al.  OTT-ISP joint service management: A Customer Lifetime Value based approach , 2017, 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM).

[29]  Lea Skorin-Kapov,et al.  YouTube QoE Estimation Based on the Analysis of Encrypted Network Traffic Using Machine Learning , 2016, 2016 IEEE Globecom Workshops (GC Wkshps).

[30]  Henning Schulzrinne,et al.  From Service Level Agreements (SLA) to Experience Level Agreements (ELA): The challenges of selling QoE to the user , 2015, 2015 IEEE International Conference on Communication Workshop (ICCW).

[31]  Luigi Atzori,et al.  Qualia: A multilayer solution for QoE passive monitoring at the user terminal , 2017, 2017 IEEE International Conference on Communications (ICC).

[32]  Andrew Perkis,et al.  Business Perspectives on Quality of Experience , 2014, Quality of Experience.

[33]  Ali C. Begen,et al.  Enhancing MPEG DASH performance via server and network assistance , 2015 .

[34]  C. Marsden Network neutrality: From policy to law to regulation , 2017 .

[35]  Peter Schelkens,et al.  Qualinet White Paper on Definitions of Quality of Experience , 2013 .

[36]  Djamel Fawzi Hadj Sadok,et al.  A case for virtualization of Content Delivery Networks , 2011, Proceedings of the 2011 Winter Simulation Conference (WSC).

[37]  John Woods,et al.  Survey on QoE\QoS Correlation Models For Multimedia Services , 2013, ArXiv.

[38]  Franco Callegati,et al.  Clouds of virtual machines in edge networks , 2013, IEEE Communications Magazine.

[39]  Lea Skorin-Kapov,et al.  Survey and Challenges of QoE Management Issues in Wireless Networks , 2013, J. Comput. Networks Commun..

[40]  Michael Seufert,et al.  YOUQMON: a system for on-line monitoring of YouTube QoE in operational 3G networks , 2013, PERV.