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QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey

Alcardo Alex Barakabitze, Nabajeet Barman, Arslan Ahmad, Saman Zadtootaghaj, Lingfen Sun, Maria G. Martini, Luigi Atzori
2019 IEEE Communications Surveys and Tutorials  
We provide a survey of the state-of-the-art of QoE management techniques categorized into three different groups: a) QoE-aware/driven strategies using SDN and/or NFV; b) QoE-aware/driven approaches for  ...  This followed by a discussion of HTTP Adaptive Streaming (HAS) solutions as the dominant technique for streaming videos over the best-effort Internet.  ...  [272] while [273] presents a MEC approach to improve the QoE of video delivery service in urban spaces.  ... 
doi:10.1109/comst.2019.2958784 fatcat:7bgzl5rpmfgedo5e5psz7i3t4a

QoE-Driven DASH Video Caching and Adaptation at 5G Mobile Edge

Chang Ge, Ning Wang, Severin Skillman, Gerry Foster, Yue Cao
2016 Proceedings of the 2016 conference on 3rd ACM Conference on Information-Centric Networking - ACM-ICN '16  
Towards this end, we introduce a two-dimensional user Quality-of-Experience (QoE)-driven algorithm for making caching / replacement decisions based on both content context (e.g., segment popularity) and  ...  The results show that our QoE-driven algorithm is able to achieve significant improvement on user QoE over 2 benchmark schemes.  ...  The authors would also like to acknowledge the support of the University of Surrey's 5G Innovation Centre (5GIC) ( members for this work.  ... 
doi:10.1145/2984356.2988522 dblp:conf/acmicn/0001WSFC16 fatcat:reqlrlnoxnc2ficxvqtllnu6za

Improving content delivery efficiency through multi-layer mobile edge adaptation

Jose Oscar Fajardo, Ianire Taboada, Fidel Liberal
2015 IEEE Network  
DASH is usually deployed with single-layer video codecs such as H.264/Advanced Video Coding (AVC) and H.265/High Efficiency Video Coding (HEVC).  ...  This paper presents a novel architecture for optimizing the HTTP-based multimedia delivery in multi-user mobile networks.  ...  From a QoE perspective, a media segment should be downloaded on time for its smooth playout.  ... 
doi:10.1109/mnet.2015.7340423 fatcat:6qvvr2gytjh73khk4tcdkm6it4

Ensuring QoE in contemporary mobile networks for video content distribution

Mirghiasaldin Seyedebrahimi, Xiao-Hong Peng
2015 2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)  
scheduling strategies in combination with the mechanisms used for adaptive video streaming such as 3GP/MPEG-DASH.  ...  A framework that aims to best utilize the mobile network resources for video applications is presented in this paper.  ...  H.265 [2] , aim to provide the required levels of compression and scalability for the forthcoming ubiquitous video based services.  ... 
doi:10.1109/infcomw.2015.7179390 dblp:conf/infocom/SeyedebrahimiP15 fatcat:4cxuxrt5zjgatc4f52hbjrv3pa

Network Support for AR/VR and Immersive Video Application: A Survey

Dongbiao He, Cedric Westphal, J. J. Garcia-Luna-Aceves
2018 Proceedings of the 15th International Joint Conference on e-Business and Telecommunications  
Current networks however, are still having a hard time streaming high quality videos.  ...  These technologies have large industrial potential to become next big platform with a wide range of applications.  ...  ACKNOWLEDGEMENTS Dongbiao He is supported by the Tsinghua Scholarship for Overseas Graduate Studies.  ... 
doi:10.5220/0006941705250535 dblp:conf/icete/HeWG18 fatcat:pucnum62nrddhbbwpn52cu2ata

Towards video streaming in IoT Environments: Vehicular communication perspective

Ahmed Aliyu, Abdul H. Abdullah, Omprakash Kaiwartya, Yue Cao, Jaime Lloret, Nauman Aslam, Usman Mohammed Joda
2018 Computer Communications  
A taxonomy is presented for the classification of related literature on video streaming in vehicular network environments.  ...  Consequently, video streaming applications can meaningfully improve the vehicle user experience during navigation.  ...  However, another QoE-driven mechanism for enhancing H.265 video dissemination is proposed. it tackles challenges of time-changing channel conditions, scarce network resources and high-error rates [112  ... 
doi:10.1016/j.comcom.2017.10.003 fatcat:ix4ikwjshbhhtk5o2sdmf33oom

A Survey on Bitrate Adaptation Schemes for Streaming Media over HTTP

2018 IEEE Communications Surveys and Tutorials  
The objective of these algorithms is to ensure a high quality of experience (QoE) for viewers in the presence of bandwidth fluctuations due to factors like signal strength, network congestion, network  ...  oscillations, and video instability.  ...  Saad Harous for his valuable feedback.  ... 
doi:10.1109/comst.2018.2862938 fatcat:ejayeqagjrhsfoeffhjvsae7wu

Performance Analysis of Video On-demand and Live Video Streaming using Cloud based Services

Ujas Patel, Sudeep Tanwar, Anuja Nair
2020 Scalable Computing : Practice and Experience  
To achieve the best user experience for video streaming and video analysis, Content Delivery Network (CDN) offers the best QoE at various analyzed locations using various cloud providers like Amazon Web  ...  Video streaming has proven to be a massive industry that is growing rapidly playing an important role in everyday life.  ...  For video codecs, it uses H.265 and H.264. Fig. 5 . 2 . 52 AWS S3 to different CDN Fig. 5 . 3 . 53 System Architecture Fig. 5.4.  ... 
doi:10.12694/scpe.v21i3.1764 fatcat:faqxvd7mzfckxlqt4zkyahgxbq

A Survey on Quality of Experience of HTTP Adaptive Streaming

Michael Seufert, Sebastian Egger, Martin Slanina, Thomas Zinner, Tobias Hobfeld, Phuoc Tran-Gia
2015 IEEE Communications Surveys and Tutorials  
Therefore, this paper is a major step toward truly improving HAS.  ...  It enables service providers to improve resource utilization and Quality of Experience (QoE) by incorporating information from different layers in order to deliver and adapt a video in its best possible  ...  The authors alone are responsible for the content.  ... 
doi:10.1109/comst.2014.2360940 fatcat:qpixn2ejenhidftwxvmfbrooc4

Deep Neural Network–based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions

Royson Lee, Stylianos I. Venieris, Nicholas D. Lane
2022 ACM Computing Surveys  
Internet-enabled smartphones and ultra-wide displays are transforming a variety of visual apps spanning from on-demand movies and 360° videos to video-conferencing and live streaming.  ...  In this article, we survey state-of-the-art content delivery systems that employ neural enhancement as a key component in achieving both fast response time and high visual quality.  ...  Applying informed frame/patch-selective enhancement through a quality-aware mechanism tends to radically improve QoE with minimal visual quality degradation.  ... 
doi:10.1145/3469094 fatcat:vonlsk72hbg27jx2q6umrfpu2q

Video Caching, Analytics and Delivery at the Wireless Edge: A Survey and Future Directions

Behrouz Jedari, Gopika Premsankar, Gazi Illahi, Mario Di Francesco, Abbas Mehrabi, Antti Yla-Jaaski
2020 IEEE Communications Surveys and Tutorials  
Edge-C3 improves the network resource utilization as well as the quality of experience (QoE) of end users.  ...  A new taxonomy for video edge-C3 is proposed and the major contributions of recent studies are first highlighted and then systematically compared.  ...  Next, they use the trained model to predict QoE in actual deployment scenarios. Singh et al. [103] apply random neural networks to implement a QoE-aware video transcoder for H.264/AVC video.  ... 
doi:10.1109/comst.2020.3035427 fatcat:ialgflav5nao3fwptbmyvtfhpa

Scheduling for telemedicine traffic transmission over WLANs

Polychronis Koutsakis
2017 Computer Communications  
In this work, we propose an easy-to-implement token-based and self policing-based scheduling scheme combined with a mechanism designed to mitigate congestion.  ...  Our approach is shown to guarantee priority access to telemedicine traffic, to satisfy its QoS requirements (delay, packet dropping) and to offer high telemedicine video QoE while preventing bursty video  ...  Here, it is implemented on H.264 and H.265 regular video traffic, on H.264 telemedicine video traffic and on telemedicine data traffic.  ... 
doi:10.1016/j.comcom.2017.04.010 fatcat:k4fmrzkyfnc3vhk3xwcxxv5mxa

QoE Modeling for HTTP Adaptive Video Streaming - A Survey and Open Challenges

Nabajeet Barman, Maria G. Martini
2019 IEEE Access  
With the recent increased usage of video services, the focus has recently shifted from the traditional quality of service-based video delivery to quality of experience (QoE)-based video delivery.  ...  The survey can serve as a guideline for researchers interested in QoE modeling for HAS and also discusses possible future work.  ...  Licensing issues with H.265/HEVC and the aim to develop a more futuristic royalty-free video codec led to the creation of a consortium of industry partners called Alliance for Open Media (AOM). 1 The  ... 
doi:10.1109/access.2019.2901778 fatcat:aedkodlyifchndfgosmdvnxp6i

A Novel Model for Large-Scale Online College Learning in Postpandemic Era: AI-Driven Approach

Cong Wang
2021 Mobile Information Systems  
First, we studied an intraframe prediction optimization algorithm for the H.266 codec based on long short-term memory networks.  ...  COVID-19 is a pandemic with a wide reach and explosive magnitude, and the world has been bracing itself for impact. Many have lost their jobs and savings, and many are homeless.  ...  Intraframe prediction coding is the core of a video encoder. From H.265 to H.266, the main method for improving intraframe prediction performance is to add an elaborate angle direction scheme.  ... 
doi:10.1155/2021/1048186 doaj:84a9106d35764bb69b2ccb5d683fae77 fatcat:zthor7ciyjgb3e3wlbpy2ygxxi

Multimedia Internet of Things: A Comprehensive Survey

Ali Nauman, Yazdan Ahmad Qadri, Muhammad Amjad, Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim
2020 IEEE Access  
We explore the importance of Quality-of-Experience (QoE) and Quality-of-Service (QoS) for multimedia transmission over IoT.  ...  We also present the need for better routing and Physical-Medium Access Control (PHY-MAC) protocols for M-IoT.  ...  Performance comparison of Advance Video Codings (AVC) H. 265 and H.264 is presented in [43] . A detailed survey on multimedia big data computation is presented in [44] . Salman et al.  ... 
doi:10.1109/access.2020.2964280 fatcat:ilihkpik65bdvblyal6rp7tb2y
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