Irena Orsolic
Irena Orsolic
University of Zagreb, Faculty of Electrical Engineering and Computing
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A machine learning approach to classifying YouTube QoE based on encrypted network traffic
I Orsolic, D Pevec, M Suznjevic, L Skorin-Kapov
Multimedia tools and applications 76 (21), 22267-22301, 2017
912017
Youtube QoE estimation based on the analysis of encrypted network traffic using machine learning
I Orsolic, D Pevec, M Suznjevic, L Skorin-Kapov
2016 IEEE Globecom Workshops (GC Wkshps), 1-6, 2016
392016
YouTube QoE Estimation from Encrypted Traffic: Comparison of Test Methodologies and Machine Learning Based Models
I Orsolic, M Suznjevic, L Skorin–Kapov
2018 Tenth International Conference on Quality of Multimedia Experience …, 2018
182018
A Framework for in-Network QoE Monitoring of Encrypted Video Streaming
I Orsolic, L Skorin-Kapov
IEEE Access 8, 74691-74706, 2020
172020
In-Network QoE and KPI Monitoring of Mobile YouTube Traffic: Insights for Encrypted iOS Flows
I Oršolić, P Rebernjak, M Sužnjević, L Skorin-Kapov
2018 14th International Conference on Network and Service Management (CNSM …, 2018
102018
In-Network YouTube Performance Estimation in Light of End User Playback-Related Interactions
I Bartolec, I Orsolic, L Skorin-Kapov
2019 Eleventh International Conference on Quality of Multimedia Experience …, 2019
62019
Towards a Framework for Classifying YouTube QoE Based on Monitoring of Encrypted Traffic
I Orsolic, L Skorin-Kapov, M Suznjevic
International Young Researcher Summit on Quality of Experience in Emerging …, 2017
52017
To Share or Not to Share? How Exploitation of Context Data Can Improve In-Network QoE Monitoring of Encrypted YouTube Streams
I Orsolic, L Skorin-Kapov, T Hoßfeld
2019 Eleventh International Conference on Quality of Multimedia Experience …, 2019
42019
Inclusion of End User Playback-Related Interactions in YouTube Video Data Collection and ML-Based Performance Model Training
I Bartolec, I Orsolic, L Skorin-Kapov
2020 Twelfth International Conference on Quality of Multimedia Experience …, 2020
32020
On Machine Learning Based Video QoE Estimation Across Different Networks
I Orsolic, M Seufert
2021 16th International Conference on Telecommunications (ConTEL), 62-69, 2021
2021
Quality of Experience estimation of encrypted video streaming by using machine learning methods
I Oršolić
University of Zagreb Faculty of Electrical Engineering and Computing, 2020
2020
In-network Quality of Experience Monitoring of HTTP Adaptive Streaming Services
I Oršolić, L Skorin-Kapov
Proceedings of the International Conference on Smart Systems and …, 2018
2018
YouTube QoE Classification Based on Monitoring of Encrypted Traffic
I Oršolić, L Skorin-Kapov
The 14 th International Conference on Telecommunications–ConTEL 2017, 2017
2017
YouTube performance estimation based on the analysis of encrypted network traffic using machine learning
I Oršolić
Fakultet elektrotehnike i računarstva, Sveučilište u Zagrebu, 2016
2016
Towards Cooperative QoE Management Schemes for Multimedia Applications
I Oršolić, L Skorin-Kapov
SoftCOM 2016 PhD Forum: book of abstracts, 2, 2016
2016
Quality of Experience for conversational video services based on WebRTC
I Oršolić
Fakultet elektrotehnike i računarstva, Sveučilište u Zagrebu, 2014
2014
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