Quality of Experience from user and network perspectives
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In the literature, simple-regression models with a single feature are most dominant, although the collective impact of different QoS parameters was also considered.
“In the literature, simple-regression models with a single feature are most dominant [145, 240, 383, 408], although the collective impact of different QoS parameters was also considered [23,132].”
From A comprehensive survey on machine learning for networking: Evolution, applications and research opportunities (2018) · cites this paper as [408]
Some works find it sufficient to correlate QoE to a single network QoS parameter, while others argue that multiple QoS parameters impact QoE and need to be considered in tandem.
“While some find it sufficient to correlate the QoE to a single network QoS parameter [145, 240, 383, 408], e.g.delay or throughput, others argue that multiple QoS parameters impact the QoE and need to be considered in tandem as features in a QoE/QoS correlation model [89,102,114,235,287,328,432].”
From A comprehensive survey on machine learning for networking: Evolution, applications and research opportunities (2018) · cites this paper as [408]
Cites
Padhye, J. D., Firoiu, V., Towsley, D., & Kurose, J. (1998) · ACM SIGCOMM Conference (SIGCOMM) · doi:10.1145/285237.285291 · Cited by 2,107 · see citing works
Padhye, J. D., Firoiu, V., Towsley, D., & Kurose, J. (1998) · ACM SIGCOMM Computer Communication Review · doi:10.1145/285243.285291 · Cited by 716 · see citing works
Quantification of Quality of Experience for Edge-Based Applications
Hoßfeld, T., Tran‐Gia, P., & Fiedler, M. (2007) · Springer eBooks · doi:10.1007/978-3-540-72990-7_34 · Cited by 69 · see citing works
Self-citationUser patience and the Web: a hands-on investigation
Rossi, D., Mellia, M., & Casetti, C. (2004) · IEEE Global Telecommunications Conference (GLOBECOM) · doi:10.1109/glocom.2003.1259011 · Cited by 36 · see citing works
Passive Estimation of Quality of Experience
Collange, D., & Costeux, J. (2020) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.3217/jucs-014-05-0625 · Cited by 30 · see citing works
Self-citationOn the Quality of Computer Network Measurements
Arlos, P. (2005) · Cited by 29 · see citing works
Fiedler, M., Chevul, S., Isaksson, L., et al. (2005) · Next Generation Internet Networks (NGI) · doi:10.1109/ngi.2005.1431697 · Cited by 19 · see citing works
Self-citationTutschku, K., Fiedler, M., Chevul, S., et al. (2005) · International Teletraffic Congress · Cited by 17 · see citing works
Self-citationTHE EFFECT OF PACKET LOSS ON THE RESPONSE TIMES OF WEB SERVICES
Garcia, J., Hurtig, P., & Brunström, A. (2007) · International Conference on Web Information Systems and Technologies · doi:10.5220/0001285202750283 · Cited by 7 · see citing works
Correlation of Packet Losses with Some Traffic Characteristics
Collange, D., & Costeux, J. (2007) · Springer eBooks · doi:10.1007/978-3-540-71617-4_25 · Cited by 7 · see citing works
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Boutaba, R., Salahuddin, M. A., Limam, N., Ayoubi, S., Shahriar, N., Estrada-Solano, F., & Caicedo, O. M. (2018) · Journal of Internet Services and Applications · doi:10.1186/s13174-018-0087-2 · Cited by 1,036 · see citing works
Measurement of Quality of Experience of Video-on-Demand Services: A Survey
Juluri, P., Tamarapalli, V., & Medhi, D. (2016) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2015.2401424 · Cited by 229 · see citing works
Empirical QoE/QoS correlation model based on multiple parameters for VoD flows
Aroussi, S., Bouabana-Tebibel, T., & Mellouk, A. (2012) · 2012 IEEE Global Communications Conference (GLOBECOM) · doi:10.1109/glocom.2012.6503403 · Cited by 44 · see citing works
- Authors
- Shaikh, J., Fiedler, M., & Collange, D.
- Affiliations
- Blekinge Institute of Technology (SE)
- Orange (France) (FR)
- Corresponding author
- Shaikh, Junaid
- ORCID
- Fiedler, Markus
- Venue
- annals of telecommunications - annales des télécommunications
- Published
- 2009-12-17
- Volume
- 65
- Issue
- 1-2
- Pages
- 47-57
- ISSN
- 0003-4347 (ISSN-L)
- 1958-9395
- OpenAlex
- W1983373936
- Cited by
- 157
- References
- 10
- Citations by year
- 2025: 2 · 2024: 2 · 2022: 7 · 2021: 15 · 2020: 3 · 2019: 12 · 2018: 8 · 2017: 14 · 2016: 12 · 2015: 12 · 2014: 19 · 2013: 14 · 2012: 14
- FWCI
- 16.02
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Annals of Telecommunications (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › Network Traffic and Congestion Control
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Image and Video Quality Assessment
- Physical Sciences › Computer Science › Computer Networks and Communications › Software-Defined Networks and 5G
- Keywords
- quality of experience, quality of service, user satisfaction, network performance indicators, traffic characteristics, packet loss, download time, throughput, web application, user experience evaluation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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