Real-time Video Quality of Experience Monitoring for HTTPS and QUIC

作者: M. Hammad Mazhar , Zubair Shafiq

DOI: 10.1109/INFOCOM.2018.8486321

关键词: QUICLeverage (statistics)Computer scienceCryptographic protocolQuality of experienceVisibility (geometry)Real-time computingTransport layerEncryption

摘要: … tion protocols such as HTTPS and QUIC has reduced … HTTPS and QUIC. The experimental evaluations show that our approach achieves up to 90% classification accuracy for HTTPS …

参考文章(22)
Fabian Monrose, Charles V. Wright, Lucas Ballard, Gerald M. Masson, Language identification of encrypted VoIP traffic: Alejandra y Roberto or Alice and Bob? usenix security symposium. pp. 4- ,(2007)
Junchen Jiang, Xi Liu, Vyas Sekar, Ion Stoica, Hui Zhang, EONA: Experience-Oriented Network Architecture hot topics in networks. pp. 11- ,(2014) , 10.1145/2670518.2673878
Raimund Schatz, Tobias Hossfeld, Pedro Casas, Passive YouTube QoE Monitoring for ISPs 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing. pp. 358- 364 ,(2012) , 10.1109/IMIS.2012.12
Andrew W. Moore, Denis Zuev, Internet traffic classification using bayesian analysis techniques measurement and modeling of computer systems. ,vol. 33, pp. 50- 60 ,(2005) , 10.1145/1064212.1064220
Florin Dobrian, Vyas Sekar, Asad Awan, Ion Stoica, Dilip Joseph, Aditya Ganjam, Jibin Zhan, Hui Zhang, Understanding the impact of video quality on user engagement acm special interest group on data communication. ,vol. 41, pp. 362- 373 ,(2011) , 10.1145/2018436.2018478
Vaneet Aggarwal, Emir Halepovic, Jeffrey Pang, Shobha Venkataraman, He Yan, Prometheus Proceedings of the 15th Workshop on Mobile Computing Systems and Applications. pp. 18- ,(2014) , 10.1145/2565585.2565600
Laurent Bernaille, Renata Teixeira, Kave Salamatian, Early application identification conference on emerging network experiment and technology. pp. 6- ,(2006) , 10.1145/1368436.1368445
Te-Yuan Huang, Ramesh Johari, Nick McKeown, Downton abbey without the hiccups: buffer-based rate adaptation for HTTP video streaming acm special interest group on data communication. pp. 9- 14 ,(2013) , 10.1145/2491172.2491179
Thuy T.T. Nguyen, Grenville Armitage, A survey of techniques for internet traffic classification using machine learning IEEE Communications Surveys and Tutorials. ,vol. 10, pp. 56- 76 ,(2008) , 10.1109/SURV.2008.080406
Andrew M. White, Austin R. Matthews, Kevin Z. Snow, Fabian Monrose, Phonotactic Reconstruction of Encrypted VoIP Conversations: Hookt on Fon-iks ieee symposium on security and privacy. pp. 3- 18 ,(2011) , 10.1109/SP.2011.34