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Irena Orsolic Ickin
Irena Orsolic Ickin
Ericsson Research
Verified email at ericsson.com
Title
Cited by
Cited by
Year
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, 22267-22301, 2017
1212017
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
572016
A Framework for in-Network QoE Monitoring of Encrypted Video Streaming
I Orsolic, L Skorin-Kapov
IEEE Access 8, 74691-74706, 2020
452020
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
262018
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
192018
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
142019
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
102020
On Machine Learning Based Video QoE Estimation Across Different Networks
I Orsolic, M Seufert
2021 16th International Conference on Telecommunications (ConTEL), 62-69, 2021
82021
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
82017
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
72019
CGD: a cloud gaming dataset with gameplay video and network recordings
I Slivar, K Bacic, I Orsolic, L Skorin-Kapov, M Suznjevic
Proceedings of the 13th ACM Multimedia Systems Conference, 272-278, 2022
32022
YouTube performance estimation based on the analysis of encrypted network traffic using machine learning
I Oršolić
Fakultet elektrotehnike i računarstva, Sveučilište u Zagrebu, 2016
32016
Impact of User Playback Interactions on In-Network Estimation of Video Streaming Performance
I Bartolec, I Orsolic, L Skorin-Kapov
IEEE Transactions on Network and Service Management 19 (3), 3547-3561, 2022
22022
Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks
M Seufert, I Orsolic
IEEE Transactions on Network and Service Management, 1-1, 2023
2023
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
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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