{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T15:49:29Z","timestamp":1762876169589,"version":"3.37.3"},"reference-count":84,"publisher":"Oxford University Press (OUP)","issue":"10","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,10,19]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>The amount of online video content is exponentially increasing, which spurs its access demands. Providing optimal quality of service (QoS) for this ever-increasing video data is a challenging task due to the number of QoS constraints. The system resources, the distributed system platform and the transport protocol thus all need to collaborate to guarantee an acceptable level of QoS for the optimal video streaming process. In this paper, we present a comprehensive survey on QoS management for the video-on-demand systems. First, we focus on load management and replication algorithms in content delivery networks and peer-to-peer (P2P) networks for their shortcomings. We also address the problem of admission control and resource allocation with the objectives of congestion avoidance and frame-loss reduction. Besides, we introduce and discuss various replication schemes. For both the client\u2013server architecture and P2P networks, we highlight the need for a specific storage management policy to preserve system reliability and content availability. We also focus on content distribution and streaming protocols scaling. We deduce that content availability is linked to the characteristics and the performance of the streaming protocols. Finally, we create a comparison table that presents the different contributions of the discussed approaches as well as their limitations. We believe that such a comprehensive survey provides useful insights and contributes to the related domains.<\/jats:p>","DOI":"10.1093\/comjnl\/bxaa060","type":"journal-article","created":{"date-parts":[[2020,5,12]],"date-time":"2020-05-12T11:34:54Z","timestamp":1589283294000},"page":"1547-1563","source":"Crossref","is-referenced-by-count":5,"title":["QoS Enhancement In VoD Systems: Load Management And Replication Policy Optimization Perspectives"],"prefix":"10.1093","volume":"63","author":[{"given":"Bechir","family":"Alaya","sequence":"first","affiliation":[{"name":"Department of Management Information Systems and Production Management, College of Business and Economics, Qassim University, 6633, Buraidah 51452, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rehanullah","family":"Khan","sequence":"additional","affiliation":[{"name":"Information Technology Department, College of Computer, Qassim University, 6633, Buraidah 51452, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2020,7,1]]},"reference":[{"key":"2020101408044577200_ref1","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/978-3-540-77887-5_1","volume-title":"Content Delivery Networks","author":"Pathan","year":"2008"},{"key":"2020101408044577200_ref2","first-page":"1","article-title":"P2P, CDNs, and hybrid networks: the economics of Internet video distribution","volume":"4","author":"Ha","year":"2010","journal-title":"Int. Telecommun. Policy Rev."},{"key":"2020101408044577200_ref3","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1007\/s11042-010-0578-z","article-title":"Recent advances in multimedia networking","volume":"54","author":"Cerqueira","year":"2010","journal-title":"Multimed. Tools Appl."},{"key":"2020101408044577200_ref4","first-page":"6","article-title":"Analysis study on caching and replica placement algorithm for content distribution in distributed computing networks","volume":"3","author":"Vijendran","year":"2012","journal-title":"Int. J. Peer Peer Netw."},{"key":"2020101408044577200_ref5","doi-asserted-by":"crossref","DOI":"10.1109\/MTDT.2004.1327979","article-title":"SF-LRU Cache Replacement Algorithm","volume-title":"IEEE Int. Workshop on Memory Technology, Design and Testing (MTDT\u201904)","author":"Alghazo","year":"2004"},{"key":"2020101408044577200_ref6","first-page":"126","article-title":"CIPARSim: Cache Intersection Property Assisted Rapid Single-Pass FIFO Cache Simulation Technique","volume-title":"Proc. Int. Conf. Computer-Aided Design (ICCAD '11)","author":"Haque","year":"2011"},{"key":"2020101408044577200_ref7","doi-asserted-by":"crossref","DOI":"10.1109\/TNET.2012.2196444","article-title":"On replication algorithm in P2P VoD","volume":"21","author":"Zhou","year":"2013","journal-title":"IEEE\/ACM Trans. Networking"},{"key":"2020101408044577200_ref8","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1016\/j.image.2012.02.010","article-title":"Server-assisted adaptive video replication for P2P VoD","volume":"27","author":"Zhou","year":"2012","journal-title":"Signal Process. Image Commun."},{"article-title":"Adaptive Caching Algorithms for Big Data Systems","year":"2015","author":"Floratou","key":"2020101408044577200_ref9"},{"key":"2020101408044577200_ref10","first-page":"423","volume-title":"33rd IEEE Int. Conf. Computer Design (ICCD)","author":"Gomes","year":"2015"},{"key":"2020101408044577200_ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2012.6245991","volume-title":"Exploring the policy selection of P2P VoD System \u2014 A simulation based research","author":"Ma","year":"2012"},{"key":"2020101408044577200_ref12","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1155\/2014\/164940","article-title":"Real-time QoS-aware video streaming: a comparative and experimental study","volume":"2014","author":"Al-Madani","year":"2014","journal-title":"Adv. Multimedia"},{"key":"2020101408044577200_ref13","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/AICCSA.2018.8612848","article-title":"Scalable Video Streaming for Real-Time Multimedia Applications over DDS Middleware for Future Internet Architecture","volume-title":"2018 IEEE\/ACS 15th Int. Conf. Computer Systems and Applications (AICCSA)","author":"Al-hammouri","year":"2018"},{"key":"2020101408044577200_ref14","doi-asserted-by":"crossref","first-page":"31427","DOI":"10.1007\/s11042-018-6231-y","article-title":"An efficient resource allocation scheme for VoD services over window-based P2P networks","volume":"77","author":"Torres-Cruz","year":"2018","journal-title":"Multimed. Tools Appl."},{"key":"2020101408044577200_ref15","article-title":"A new approach to manage QoS in distributed multimedia systems","volume":"2","author":"Alaya","year":"2009","journal-title":"Int. J. Comput. Sci. Inf. Secur."},{"key":"2020101408044577200_ref16","doi-asserted-by":"crossref","DOI":"10.1109\/AICCSA.2010.5587035","article-title":"Feedback Architecture for Multimedia Systems","volume-title":"ACS\/IEEE Int. Conf. Computer Systems and Applications\u2014AICCSA","author":"Alaya","year":"2010"},{"key":"2020101408044577200_ref17","doi-asserted-by":"crossref","DOI":"10.1145\/1980022.1980098","article-title":"A Novel and Optimal Video Replication Technique for Video-on-Demand Systems","volume-title":"Int. Conf. and Workshop on Emerging Trends in Technology (ICWET 2011)\u2014TCET","author":"Vinay"},{"key":"2020101408044577200_ref18","article-title":"Energy cognitive dynamic adaptive streaming over HTTP","volume":"9","author":"Kim","year":"2015","journal-title":"KSII Trans. Internet Inf. Syst."},{"volume-title":"Int. Conf. Information and Communication Technology Convergence (ICTC)","year":"2014","author":"Lo","key":"2020101408044577200_ref19"},{"volume-title":"Proc. First Annual ACM SIGMM Conf. Multimedia Systems","year":"2010","author":"Jagadeesh","key":"2020101408044577200_ref20"},{"key":"2020101408044577200_ref21","article-title":"Peer-to-peer live streaming and video on demand design issues and its challenges","volume":"2","author":"Hareesh","year":"2011","journal-title":"Int. J. Peer Peer Netw."},{"key":"2020101408044577200_ref22","first-page":"436","article-title":"Popularity-based content replication in peer-to-peer networks","volume":"3994","author":"Kawasaki","year":"2006","journal-title":"ICCS 2006, Part IV. LNCS"},{"key":"2020101408044577200_ref23","first-page":"1","article-title":"Closest Playback-Point First: A New Peer Selection Algorithm for P2P VoD Systems","volume-title":"Global Telecommunications Conf. (GLOBECOM 2011)","author":"Wen","year":"2011"},{"key":"2020101408044577200_ref24","doi-asserted-by":"crossref","DOI":"10.1109\/INFCOM.2010.5462029","article-title":"Improving QoS in BitTorrent-like VoD Systems","volume-title":"INFOCOM, 2010 Proceedings","author":"Yang","year":"2010"},{"key":"2020101408044577200_ref25","doi-asserted-by":"crossref","first-page":"1253","DOI":"10.1016\/j.comnet.2012.12.016","article-title":"BitTorrent-like P2P approaches for VoD: a comparative study","volume":"57","author":"D\u2019Acunto","year":"2013","journal-title":"Comput. Networks"},{"key":"2020101408044577200_ref26","doi-asserted-by":"crossref","DOI":"10.1109\/ICPADS.2012.35","article-title":"Aren: A Popularity Aware Replication Scheme for Cloud Storage","volume-title":"IEEE 18th Int. Conf. Parallel and Distributed Systems (ICPADS)","author":"Silvestre","year":"2012"},{"key":"2020101408044577200_ref27","doi-asserted-by":"crossref","first-page":"950","DOI":"10.1109\/TMC.2008.150","article-title":"Consistency management strategies for data replication in mobile ad hoc networks","volume":"8","author":"Hara","year":"2009","journal-title":"IEEE Trans. Mob. Comput."},{"key":"2020101408044577200_ref28","doi-asserted-by":"crossref","DOI":"10.1016\/j.jides.2015.11.002","article-title":"Effect of selective replication strategy and dynamic admission control to QoS management in video on demand systems","author":"Alaya","year":"2015","journal-title":"J. Innovation Digital Ecosyst"},{"key":"2020101408044577200_ref29","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1109\/ICDIM.2016.7829791","article-title":"Payoff-Based Dynamic Segment Replication Policy in Distributed VOD System","volume-title":"2016 Eleventh Int. Conf. Digital Information Management (ICDIM)","author":"Beji","year":"2016"},{"key":"2020101408044577200_ref30","first-page":"1084","article-title":"Efficient algorithms of video replication and placement on a cluster of streaming servers","volume":"30","author":"Xiaobo","year":"2007","journal-title":"J. Netw. Comput. Appl."},{"key":"2020101408044577200_ref31","first-page":"2958","article-title":"QoS based admission control using multipath scheduler for IP over satellite networks","volume":"7","author":"Lukman","year":"2017","journal-title":"Int. J. Electr. Comput. Eng."},{"key":"2020101408044577200_ref32","first-page":"1","article-title":"LTE-based satellite communications in LEO mega-constellations","author":"Guidotti","year":"2018","journal-title":"Int. J. Satell. Commun. Networking"},{"key":"2020101408044577200_ref33","article-title":"POPS: a popularity-aware live streaming service","author":"Pires","year":"2014","journal-title":"20th IEEE Int. Conf. Parallel and Distributed Systems (ICPADS)"},{"key":"2020101408044577200_ref34","doi-asserted-by":"crossref","DOI":"10.1109\/P2P.2008.17","volume-title":"Popularity-Aware Prefetch in P2P Range Caching","author":"Wang","year":"2008"},{"key":"2020101408044577200_ref35","doi-asserted-by":"crossref","DOI":"10.1145\/2733373.2806376","article-title":"A Video Timeline with Bookmarks and Prefetch State for Faster Video Browsing","author":"Carlier","year":"2015","journal-title":"Proc. 23rd ACM Int. Conf. Multimedia"},{"volume-title":"Predicting Popularity and Adapting Replication of Internet Videos for High-Quality Delivery","author":"Silvestre","key":"2020101408044577200_ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICPADS.2013.64"},{"key":"2020101408044577200_ref37","first-page":"134","article-title":"A Dynamic Popularity-based Cache Replication Strategy for P2P VoD Systems","volume-title":"The Int. Conf. Computer Science and Technology","author":"Gui-min","year":"2017"},{"key":"2020101408044577200_ref38","first-page":"2415","article-title":"Hermes: A Semantic Web-Based News Decision Support System","author":"Borsje","year":"2008","journal-title":"Proc. ACM Symposium on Applied Computing"},{"key":"2020101408044577200_ref39","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1016\/j.future.2011.02.011","article-title":"QoS enhancements for global replication management in peer to peer networks","volume":"28","author":"Victer Paul","year":"2012","journal-title":"Future Gener. Comput. Syst."},{"key":"2020101408044577200_ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2474364.2015","article-title":"A provably efficient online collaborative caching algorithm for multicell-coordinated systems","author":"Gharaibeh","journal-title":"IEEE Trans. Mob. Comput."},{"key":"2020101408044577200_ref41","doi-asserted-by":"publisher","DOI":"10.1002\/wcm.2636","article-title":"A QoE centric distributed caching approach for vehicular video streaming in cellular networks","author":"Sun","year":"2015","journal-title":"Wireless Commun. Mobile Comput."},{"key":"2020101408044577200_ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s10922-014-9300-1","article-title":"Cooperative caching in a content centric network for video stream delivery","author":"Li","year":"2014","journal-title":"J. Netw. Syst. Manag."},{"key":"2020101408044577200_ref43","doi-asserted-by":"crossref","DOI":"10.1145\/2701126.2701236","article-title":"Cooperative Caching for Adaptive Bit Rate Streaming in Content Delivery Networks","volume-title":"Int. Conf. Ubiquitous Information Management and Communication (ICUIMC)","author":"Vo","year":"2015"},{"volume-title":"Int. Conf. Future Internet of Things and Cloud","year":"2014","author":"Myint","key":"2020101408044577200_ref44"},{"key":"2020101408044577200_ref45","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1007\/s11390-012-1221-4","article-title":"Modeling a dynamic data replication strategy to increase system availability in cloud computing environments","volume":"27","author":"Sun","year":"2012","journal-title":"J. Comput. Sci. Technol."},{"key":"2020101408044577200_ref46","article-title":"A survey of dynamic replication strategies in distributed systems","volume":"110","author":"Dogra","year":"2015","journal-title":"Int. J. Comput. Appl."},{"key":"2020101408044577200_ref47","doi-asserted-by":"crossref","first-page":"414","DOI":"10.1109\/AICCSA.2008.4493567","article-title":"A Dynamic Weighted Data Replication Strategy in Data Grids","volume-title":"2008 IEEE\/ACS Int. Conf. Computer Systems and Applications","author":"Chang","year":"2008"},{"key":"2020101408044577200_ref48","article-title":"Client\/Server and Peer-to-Peer Hybrid Architecture for Adaptive Video Streaming","volume-title":"Communications, Signal Processing, and their Applications (ICCSPA), Int. Conf.","author":"Majd","year":"2015"},{"key":"2020101408044577200_ref49","doi-asserted-by":"crossref","DOI":"10.1109\/ICC.2014.6883853","article-title":"Using Replicated Video Servers for VoD Traffic Offloading in Integrated Metro\/Access Networks","volume-title":"European Community Seventh Framework Programme FP7\/2013\u20132015","author":"Fratini"},{"key":"2020101408044577200_ref50","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1007\/s12083-007-0006-y","article-title":"A survey on peer-to-peer video streaming systems","volume":"1","author":"Liu","year":"2008","journal-title":"Peer Peer Netw. Appl."},{"key":"2020101408044577200_ref51","doi-asserted-by":"publisher","DOI":"10.17485\/ijst\/2016\/v9i3\/78864","article-title":"Multi server based cloud-assisted real-time transrating for HTTP live streaming","volume":"9","author":"Rohini","year":"2016","journal-title":"Indian J. Sci. Technol."},{"key":"2020101408044577200_ref52","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1109\/COMST.2014.2360940","article-title":"A survey on quality of experience of HTTP adaptive streaming","volume":"17","author":"Seufert","year":"2015","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"2020101408044577200_ref53","doi-asserted-by":"crossref","DOI":"10.1109\/TENCON.2015.7372758","volume-title":"Optimal Scheduling of QoE-Aware HTTP Adaptive Streaming","author":"Chang","year":"2015"},{"key":"2020101408044577200_ref54","article-title":"Mechanisms for QoE optimisation of video traffic: a review paper","volume":"1","author":"Qadir","year":"2015","journal-title":"Int. J. Inform. Commun. Technol. Appl."},{"author":"Bouzakaria","key":"2020101408044577200_ref55","article-title":"Une architecture hybride Client\/serveur et Pair-a-Pair pour le streaming vid\u00e9o sur l'Internet"},{"key":"2020101408044577200_ref56","first-page":"668","article-title":"A Load Balancing Strategy Based on Request Queue for P2P-VoD System","volume-title":"2019 15th Int. Wireless Communications & Mobile Computing Conference (IWCMC)","author":"Wei","year":"2019"},{"key":"2020101408044577200_ref57","first-page":"5903","article-title":"Resource Usage Prediction Algorithms for Optimal Selection of Multimedia Content Delivery Methods","volume-title":"IEEE Int. Conf. Communications (ICC)","author":"Kryftis","year":"2015"},{"key":"2020101408044577200_ref58","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1016\/j.elerap.2016.04.001","article-title":"Impact of service quality on user satisfaction: Modeling and estimating distribution of quality of experience using Bayesian data analysis","volume":"17","author":"Nourikhah","year":"2016","journal-title":"Electron. Commer. Res. Appl."},{"key":"2020101408044577200_ref59","doi-asserted-by":"crossref","first-page":"880","DOI":"10.1109\/TMM.2015.2417771","article-title":"Video delivery performance of a large-scale VoD system and the implications on content delivery","volume":"17","author":"Li","year":"2015","journal-title":"IEEE Trans. Multimed."},{"key":"2020101408044577200_ref60","doi-asserted-by":"crossref","first-page":"11117","DOI":"10.1007\/s11042-014-2220-y","article-title":"An adaptive caching algorithm suitable for time-varying user accesses in VOD systems","volume":"74","author":"Ling","year":"2015","journal-title":"Multimed. Tools Appl."},{"key":"2020101408044577200_ref61","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1145\/2713168.2713195","article-title":"YouTube Live and Twitch: A Tour of User-Generated Live Streaming Systems","volume-title":"6th ACM Multimedia Systems Conf.","author":"Pires","year":"2015"},{"key":"2020101408044577200_ref62","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1145\/2713168.2713183","article-title":"Analysis and Characterization of a Video-on-Demand Service Workload","author":"Ali-Eldin","year":"2015","journal-title":"Proc. 6th ACM Multimedia Systems Conf."},{"key":"2020101408044577200_ref63","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1109\/ICCSN.2015.7296186","article-title":"A Novel Peer Selection Strategy in P2P VoD System Using Biased Gossip","author":"Huang","year":"2015","journal-title":"IEEE Int. Commun. Software and Networks (ICCSN)"},{"key":"2020101408044577200_ref64","first-page":"457","volume-title":"Int. Conf. P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC)","author":"Guomin","year":"2014"},{"key":"2020101408044577200_ref65","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1109\/TNET.2015.2452272","article-title":"Quality-aware streaming and scheduling for device-to-device video delivery","volume":"24","author":"Kim","year":"2015","journal-title":"IEEE\/ACM Trans. Networking"},{"key":"2020101408044577200_ref66","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1016\/j.yofte.2015.05.007","article-title":"Delay guaranteed VoD services over group-based integrated fiber-wireless (FiWi) access networks with energy efficiency","volume":"24","author":"Li","year":"2015","journal-title":"Opt. Fiber Technol."},{"key":"2020101408044577200_ref67","article-title":"Joint content replication and request routing for social video distribution over cloud CDN: a community clustering method","author":"Hu","year":"2015","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"2020101408044577200_ref68","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1016\/j.comnet.2015.10.026","article-title":"Energy efficient mobile video streaming using mobility","volume":"94","author":"Kolios","year":"2016","journal-title":"Comput. Networks"},{"key":"2020101408044577200_ref69","doi-asserted-by":"crossref","first-page":"1739","DOI":"10.1007\/s11277-015-2519-7","article-title":"Cognitive network management framework and approach for video streaming optimization in heterogeneous networks","volume":"84","author":"Ojanper\u00e4","year":"2015","journal-title":"Wireless Pers. Commun."},{"key":"2020101408044577200_ref70","first-page":"288","article-title":"Optimal Content Replication and Request Matching in Large Caching Systems","volume-title":"IEEE Conf. Computer Communications","author":"Arpan","year":"2018"},{"journal-title":"IEEE Commun. Surv. Tutorials","article-title":"A survey on quality of experience of HTTP adaptive streaming","author":"Seufert","key":"2020101408044577200_ref71"},{"key":"2020101408044577200_ref72","article-title":"Enhanced chunk regulation algorithm for superior QoS in heterogeneous P2P video on demand","volume":"10","author":"Alshayeji","year":"2015","journal-title":"J. Netw."},{"key":"2020101408044577200_ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CICT.2013.6558077","article-title":"A Review on Hadoop\u2014HDFS Infrastructure Extensions","author":"Kala Karun","year":"2013","journal-title":"Proc. 2013 IEEE Conf. Information and Communication Technologies"},{"key":"2020101408044577200_ref74","article-title":"QoE Management for Future Networks","volume-title":"Autonomous Control for a Reliable Internet of Services","author":"Raimund","year":"2018"},{"key":"2020101408044577200_ref75","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-90415-3_3","article-title":"QoE Management for Future Networks","author":"Schatz","year":"2018"},{"key":"2020101408044577200_ref76","first-page":"668","article-title":"A Load Balancing Strategy based on Request Queue for P2P-VoD System","volume-title":"15th Int. Wireless Communications and Mobile Computing Conf. (IWCMC)","author":"Wei","year":"2019"},{"key":"2020101408044577200_ref77","doi-asserted-by":"publisher","first-page":"8012","DOI":"10.1109\/TVT.2019.2922273","article-title":"QoE oriented chunk scheduling in P2P-VoD streaming system","volume":"35","author":"Wei","year":"2019","journal-title":"IEEE Trans. Veh. Technol."},{"key":"2020101408044577200_ref78","doi-asserted-by":"crossref","first-page":"267","DOI":"10.20532\/cit.2018.1004278","article-title":"Survey on QoE\\QoS correlation models for video streaming over vehicular ad-hoc networks","volume":"26","author":"Abdelkader","year":"2019","journal-title":"J. Comput. Inform. Technol."},{"key":"2020101408044577200_ref79","first-page":"3883","article-title":"Evaluation of Encoding and Network Aspects on Video Streaming Performance: A Modeling and Experimental Approach","volume-title":"IEEE Int. Conf. Systems, Man, and Cybernetics (SMC)","author":"Dantas","year":"2019"},{"key":"2020101408044577200_ref80","doi-asserted-by":"crossref","first-page":"13341","DOI":"10.1109\/ACCESS.2020.2965099","article-title":"Quality of experience for streaming services: measurements, challenges and insights","volume":"8","author":"Bouraqia","year":"2020","journal-title":"IEEE Access"},{"key":"2020101408044577200_ref81","first-page":"1","article-title":"A holistic survey of wireless multipath video streaming","author":"Afzal","year":"2019","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"2020101408044577200_ref82","doi-asserted-by":"crossref","first-page":"526","DOI":"10.1109\/COMST.2019.2958784","article-title":"QoE management of multimedia streaming services in future networks: a tutorial and survey","volume":"22","author":"Barakabitze","year":"2020","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"2020101408044577200_ref83","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1109\/COMST.2014.2360940","article-title":"A survey on quality of experience of HTTP adaptive streaming","volume":"17","author":"Seufert","year":"2015","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"2020101408044577200_ref84","doi-asserted-by":"crossref","first-page":"1153","DOI":"10.1109\/JSAC.2012.120801","article-title":"Guest editorial QoE-aware wireless multimedia systems","volume":"30","author":"Martini","year":"2012","journal-title":"IEEE J. Sel. Areas Commun."}],"container-title":["The Computer Journal"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/academic.oup.com\/comjnl\/article-pdf\/63\/10\/1547\/33876475\/bxaa060.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"http:\/\/academic.oup.com\/comjnl\/article-pdf\/63\/10\/1547\/33876475\/bxaa060.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,13]],"date-time":"2021-03-13T23:22:13Z","timestamp":1615677733000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/comjnl\/article\/63\/10\/1547\/5865453"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,1]]},"references-count":84,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2020,7,1]]},"published-print":{"date-parts":[[2020,10,19]]}},"URL":"https:\/\/doi.org\/10.1093\/comjnl\/bxaa060","relation":{},"ISSN":["0010-4620","1460-2067"],"issn-type":[{"type":"print","value":"0010-4620"},{"type":"electronic","value":"1460-2067"}],"subject":[],"published-other":{"date-parts":[[2020,10]]},"published":{"date-parts":[[2020,7,1]]}}}