, i-temporal alignment, Journal of the Audio Engineering Society, vol.61, issue.6, pp.366-384, 2013.
Traffic classification on the fly, ACM SIGCOMM Computer Communication Review, vol.36, issue.2, pp.23-26, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-01097551
Performance analysis of the ieee 802.11 distributed coordination function. Selected Areas in Communications, IEEE Journal on, vol.18, issue.3, pp.535-547, 2000. ,
Largescale measurements of wireless network behavior, Proc. ACM SIGCOMM, 2015. ,
Measuring the quality of experience of web users, Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01346360
Understanding website complexity: measurements, metrics, and implications, Proc. IMC, 2011. ,
Understanding website complexity: Measurements, metrics, and implications, Proceedings of the ACM SIGCOMM Conference on Internet Measurement Conference, 2011. ,
, CAIDA: Center for Applied Internet Data Analysis. Caida performance measurement tools taxonomy
An e-model implementation for speech quality evaluation in voip systems ,
,
, IEEE Transactions on Network and Service Management, vol.13, issue.2, pp.181-196, 2016.
On usercentric modular qoe prediction for voip based on machine-learning algorithms, IEEE Transactions on Mobile Computing, vol.15, issue.6, pp.1443-1456, 2016. ,
Quantifying skype user satisfaction, ACM SIGCOMM CCR, 2006. ,
Quantifying skype user satisfaction, Proceedings of the Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, 2006. ,
How sensitive are online gamers to network quality?, Commun. ACM, vol.49, issue.11, 2006. ,
Oneclick: A framework for measuring network quality of experience, Proceedings of IEEE INFOCOM, 2009. ,
Jigsaw: solving the puzzle of enterprise 802.11 analysis, Proc. ACM SIGCOMM, 2006. ,
Reclaiming network-wide visibility using ubiquitous endsystem monitors, Proceedings of the Annual Conference on USENIX Annual Technical Conference, 2006. ,
Validity and reliability of the ExperienceSampling Method, J Nerv Ment Dis, vol.175, issue.9, pp.526-536, 1987. ,
Passive wi-fi link capacity estimation on commodity access points, Proc. Traffic Monitoring and Analysis Workshop (TMA), 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01292633
Pinpointing home and access network delays and losses using wifi neighbors, 2012. ,
Measuring and characterizing home networks, Proceedings of the ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems, 2012. ,
Measuring video qoe from encrypted traffic, Proceedings of the 2016 ACM on Internet Measurement Conference, pp.513-526, 2016. ,
Characterizing residential broadband networks, Proceedings of the ACM SIGCOMM conference on Internet measurement, 2007. ,
Understanding the impact of video quality on user engagement, ACM SIGCOMM Computer Communication Review, vol.41, issue.4, pp.362-373, 2011. ,
At home with ubiquitous computing: Seven challenges, International Conference on Ubiquitous Computing, pp.256-272, 2001. ,
Waiting times in quality of experience for web based services, 2012. ,
time is bandwidth"? narrowing the gap between subjective time perception and quality of experience, Communications (ICC), 2012 IEEE International Conference on, pp.1325-1330 ,
, IEEE, 2012.
A generic quantitative relationship between quality of experience and quality of service, IEEE Network, vol.24, issue.2, 2010. ,
Youtube everywhere: Impact of device and infrastructure synergies on user experience, Proceedings of the ACM SIGCOMM Conference on Internet Measurement Conference, 2011. ,
11 ac: A survival guide, vol.802, 2013. ,
Peeking behind the nat: an empirical study of home networks, Proceedings of the 2013 conference on Internet measurement conference, pp.377-390 ,
A measurement study of a large-scale p2p iptv system, Trans. Multi, vol.9, issue.8, 2007. ,
Performance anomaly of 802.11 b, INFOCOM 2003. Twenty-Second Annual Joint Conference of the IEEE Computer and Communications, vol.2, pp.836-843 ,
URL : https://hal.archives-ouvertes.fr/hal-01199120
, IEEE, 2003.
Challenges of qoe management for cloud applications, IEEE Communications Magazine, vol.50, issue.4, 2012. ,
A qoe perspective on sizing network buffers, Proc. IMC. ACM, 2014. ,
Predicting the effect of home wi-fi quality on web qoe, Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, pp.13-18, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01339522
Image quality metrics: Psnr vs. ssim, Pattern Recognition (ICPR), International Conference on, 2010. ,
The memory effect and its implications on web qoe modeling, Proceedings of the 23rd International, 2011. ,
Quantification of youtube qoe via crowdsourcing, Proc. International Symposium on Multimedia (ISM), 2011. ,
Assessing effect sizes of influence factors towards a qoe model for http adaptive streaming, Quality of Multimedia Experience (QoMEX), pp.111-116, 2014. ,
A Practical Guide to Support Vector Classification, 2010. ,
Evaluation and characterization of available bandwidth probing techniques, IEEE journal on Selected Areas in Communications, vol.21, issue.6, pp.879-894, 2003. ,
Evaluation of objective quality measures for speech enhancement, IEEE Transactions on audio, speech, and language processing, vol.16, issue.1, pp.229-238, 2008. ,
, , 2013.
Web qoe evaluation in multiagent networks: validation of itu-t g. 1030, Proc. Int. Conf. on Autonomic and Autonomous Systems, 2009. ,
Cisco visual networking index: Forecast and methodology, 20152020 white paper, Tech. Rep, 2016. ,
Cisco visual networking index: Global mobile data traffic forecast update, Tech. Rep, 2016. ,
,
Methods for subjective determination of transmission quality, 1996. ,
862: Perceptual evaluation of speech quality (PESQ): An objective method for end-to-end speech quality assessment of narrow-band telephone networks and speech codecs, 2001. ,
Single-ended method for objective speech quality assessment in narrow-band telephony applications, vol.563, 2005. ,
862 annex a: Reference implementations and conformance testing for ITU-T Recs P.862, P.862.1 and P, vol.862, 2005. ,
Estimating end-to-end performance in ip networks for data applications, 1030. ,
, ITU-T Recommendation P.10/G.100. Vocabulary and effects of transmission parameters on customer opinion of transmission quality, 2006.
Pathload: A measurement tool for end-to-end available bandwidth, Proceedings of Passive and Active Measurements (PAM) Workshop. Citeseer, 2002. ,
Predicting user dissatisfaction with internet application performance at end-hosts, Proceedings of IEEE INFOCOM, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00835032
Hostview: Annotating end-host performance measurements with user feedback, ACM SIGMETRICS Performance Evaluation Review, vol.38, issue.3, pp.43-48, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00626927
Theoretical maximum throughput of ieee 802.11 and its applications, Network Computing and Applications, 2003. NCA 2003. Second IEEE International Symposium on, pp.249-256, 2003. ,
Can user-level probing detect and diagnose common home-wlan pathologies, ACM SIGCOMM CCR, 2012. ,
On user-centric tools for qoe-based recommendation and real-time analysis of large-scale markets, IEEE Communications Magazine, vol.52, issue.9, pp.37-43, 2014. ,
Towards a causal analysis of video qoe from network and application qos, Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01338726
Implicit feedback for inferring user preference: a bibliography, ACM SIGIR Forum, vol.37, pp.18-28, 2003. ,
About mac80211 ,
A study on a qos/qoe correlation model for qoe evaluation on iptv service, Advanced Communication Technology (ICACT), vol.2, pp.1377-1382, 2010. ,
Video stream quality impacts viewer behavior: inferring causality using quasi-experimental designs, IEEE ACM Transactions on Networking, 2013. ,
Ieee 802.11 rate adaptation: a practical approach, Proceedings of the 7th ACM international symposium on ,
URL : https://hal.archives-ouvertes.fr/inria-00070784
, Modeling, analysis and simulation of wireless and mobile systems, pp.126-134
Bandwidth estimation in broadband access networks, Proceedings of the 4th ACM SIGCOMM conference on Internet measurement, pp.314-321, 2004. ,
Understanding 802.11 performance in heterogeneous environments, Proc. SIGCOMM workshop on Home networks, 2011. ,
Wbest: A bandwidth estimation tool for ieee 802.11 wireless networks, Local Computer Networks, 2008. LCN 2008. 33rd IEEE Conference on, pp.374-381, 2008. ,
On dominant characteristics of residential broadband internet traffic, Proceedings of the ACM SIGCOMM conference on Internet measurement conference, 2009. ,
On dominant characteristics of residential broadband internet traffic, Proc. IMC, 2009. ,
How fast is your website?, Communications of the ACM, 2013. ,
Predicting quality of experience in multimedia streaming, Proc. International Conference on Advances in Mobile Computing and Multimedia, 2009. ,
Fingerprinting 802.11 rate adaption algorithms, INFOCOM, 2011 Proceedings IEEE, pp.1161-1169, 2011. ,
Inferring the qoe of http video streaming from user-viewing activities, Proceedings of the ACM SIGCOMM Workshop on Measurements Up the Stack, 2011. ,
Speech quality estimation: Models and trends, IEEE Signal Processing Magazine, vol.28, issue.6, pp.18-28, 2011. ,
WebRTC 1.0: Realtime communication between browsers, World Wide Web Consortium WD WDwebrtc-20120821, 2012. ,
,
Quality of experience for http adaptive streaming services, Communications Magazine, 2012. ,
On usercentric modular qoe prediction for voip based on machine-learning algorithms, IEEE TMC, 2015. ,
Observing home wireless experience through wifi aps, Proc. international conference on Mobile computing & networking, 2013. ,
DOI : 10.1145/2500423.2500448
RFC 2330: framework for ip performance metrics, 1998. ,
DOI : 10.17487/rfc2330
URL : https://www.rfc-editor.org/rfc/pdfrfc/rfc2330.txt.pdf
Characterizing home wireless performance: The gateway view, Proc. IEEE INFOCOM, 2015. ,
DOI : 10.1109/infocom.2015.7218663
Wifi can be the weakestlink of round trip network latency in the wild, Proc. IEEE INFOCOM, 2016. ,
Next Generation Wireless LANs: 802.11 n and 802.11 ac, 2013. ,
DOI : 10.1017/cbo9780511541032
A new standardized method for objectively measuring video quality, IEEE Transactions on Broadcasting, 2004. ,
DOI : 10.1109/tbc.2004.834028
Diagnosing wireless packet losses in 802.11: Separating collision from weak signal, INFOCOM 2008. The 27th Conference on Computer Communications, 2008. ,
Airshark: detecting non-wifi rf devices using commodity wifi hardware, Proc. IMC. ACM, 2011. ,
Measurementbased models of delivery and interference in static wireless networks, ACM SIGCOMM Computer Communication Review, vol.36, issue.4, pp.51-62, 2006. ,
Factors influencing quality of experience, Quality of Experience, pp.55-72, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01159290
From packets to people: quality of experience as a new measurement challenge, Data traffic monitoring and analysis, pp.219-263, 2013. ,
A subjective study to evaluate video quality assessment algorithms, IS&T/SPIE Electronic Imaging, pages 75270H-75270H. International Society for Optics and Photonics, 2010. ,
DOI : 10.1117/12.845382
URL : http://live.ece.utexas.edu/publications/2010/seshadrinathan_spie_jan10.pdf
11 n under the microscope, Proceedings of the 8th ACM SIGCOMM conference on Internet measurement, vol.802, pp.105-110, 2008. ,
Performance limitations of adsl users: a case study, Proceedings of the International Conference on Passive and Active Network Measurement, 2007. ,
Neti@home: A distributed approach to collecting end-to-end network performance measurements, Passive and Active Network Measurement, 2004. ,
DOI : 10.1007/978-3-540-24668-8_17
Quality of experience estimation for adaptive http/tcp video streaming using h. 264/avc, Consumer Communications and Networking Conference (CCNC), pp.127-131, 2012. ,
DOI : 10.1109/ccnc.2012.6181070
URL : https://hal.archives-ouvertes.fr/hal-00713723
Ieee 802.11 n mac frame aggregation mechanisms for next-generation high-throughput wlans, Wireless Communications, vol.15, issue.1, pp.40-47, 2008. ,
A multi-dimensional view of qoe: the arcu model, MIPRO, 2012 Proceedings of the 35th International Convention, pp.662-666, 2012. ,
Accurate and Efficient SLA Compliance Monitoring, Proceedings of the ACM SIGCOMM conference, 2007. ,
From networklevel measurements to expected quality of experience: the skype use case, M & N workshop, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01071373
A measurement study of available bandwidth estimation tools, Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement, pp.39-44, 2003. ,
Web browsing, Quality of Experience, pp.329-338, 2014. ,
Voice quality prediction models and their application in voip networks, IEEE transactions on multimedia, vol.8, issue.4, pp.809-820, 2006. ,
Broadband internet performance: a view from the gateway, Proceedings of the ACM SIGCOMM conference, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00835410
Measuring home broadband performance, Communications of the ACM, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00835036
Measuring the Performance of User Traffic in Home Wireless Networks, Proc. PAM, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01100675
Measuring the performance of user traffic in home wireless networks, Passive and Active Measurement, pp.305-317, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01100675
Measuring and mitigating web performance bottlenecks in broadband access networks, ACM Internet Measurement Conference, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00937167
Enabling wireless lan troubleshooting, Proc. PAM, 2015. ,
Performance-estimation properties of cross-validation-based protocols with simultaneous hyper-parameter optimization, International Journal on Artificial Intelligence Tools, 2015. ,
Qoe in the web: A dance of design and performance, QoMEX, pp.1-7, 2015. ,
Eyeorg: A platform for crowdsourcing web quality of experience measurements, Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, pp.399-412, 2016. ,
Modeling the youtube stack: From packets to quality of experience, Computer Networks, 2016. ,
Vqm-based qos/qoe mapping for streaming video, Proc. IC-BNMT, 2010. ,
Image quality assessment: from error visibility to structural similarity, IEEE transactions on image processing, vol.13, issue.4, pp.600-612, 2004. ,
Video quality assessment based on structural distortion measurement. Signal processing: Image communication, vol.19, pp.121-132, 2004. ,
Multiscale structural similarity for image quality assessment, Signals, Systems and Computers, vol.2, pp.1398-1402, 2003. ,
Robust rate adaptation for 802.11 wireless networks, Proceedings of the 12th annual international conference on Mobile computing and networking, pp.146-157, 2006. ,
Internet protocol television (iptv): the killer application for the next-generation internet, IEEE Communications Magazine, vol.45, issue.11, 2007. ,
Augmenting wide-band 802.11 transmissions via unequal packet bit protection, Computer Communications, IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on, pp.1-9 ,
, IEEE, 2016.
,
Evaluations of madwifi mac layer rate control mechanisms, Quality of Service (IWQoS), 2010 18th International Workshop on, pp.1-9, 2010. ,
PlanetSeer: Internet Path Failure Monitoring and Characterization in Wide-area Services, Proceedings of the USENIX conference on Operating Systems Design and Implementation, 2004. ,
2 1.2 Relationship between QoS at different layers and QoE on Wi-Fi networks. 3 1.3 A-MPDU frame exchange with RTS/CTS protection, Quality of Multimedia Experience (QoMEX), pp.29-34, 2010. ,
31 3.5 Breakdown of nominal capacity into: maximum link capacity, link capacity, available bandwidth, medium access losses and frame delivery losses ,
Available bandwidth under microwave interference, vol.34 ,
Available bandwidth prediction on the wild ,
Wi-Fi testbed used in the study ,
Validation of audio RTC QoE model and manual classification of audio impairments ,
, Audio RTC QoE model using adjusted PESQ MOS with ? = 0.5, p.44
, AP / STA1 position on validation dataset
, Visualization of SVR models with two features: AvgTxPhy and BUSY, vol.52
Wi-Fi monitoring system architecture ,
, , p.57
Number of days with collected data per stations / AP, p.58 ,
, Distribution of medium occupation in the deployment dataset, p.59
, Distribution of Avg. Tx PHY rate for .11n and .11g stations, p.59
, , p.60
Distribution of link utilization of .11n and .11g stations for samples with TX datarate > 100 Kbps, p.61 ,
Percentage of explained variance for clustering with different K values. 63 5.10 Clusters on Wi-Fi QoS space ,
Fraction of poor QoE samples per station ,
, Classification of poor QoE samples per group of station, p.67
Tx PHY rate and Busy for consistent and intermittent poor QoE events ,
Distribution of poor QoE events' average PHY rate, p.68 ,
69 5.18 Distribution of poor QoE events' average BUSY WiFi , where Avg ,
25 3.4 Estimated A-MPDU size (AGG), temporal duration (dur) in µs and link capacity (LC) in Mbps per PHY rate ,
Wi-Fi metrics measured on the access point ,
, Frequency of feature in the best predictor with K features, p.50
Station Wi-Fi technology on deployment ,
Cluster centroids in QoE space ,
Summary of the diagnosis of poor QoE events ,