Irena Orsolic

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Network Traffic

Video Streaming

Resource Utilization

Strategic Alignment

Top Venues

IEEE Trans. Netw. Serv. Manag.

GLOBECOM Workshops

Publications

Michael Seufert, Irena Orsolic
Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Ivan Bartolec, Irena Orsolic, Lea Skorin-Kapov
Impact of User Playback Interactions on In-Network Estimation of Video Streaming Performance. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Ivan Slivar, Kresimir Bacic, Irena Orsolic, Lea Skorin-Kapov, Mirko Suznjevic
CGD: a cloud gaming dataset with gameplay video and network recordings. MMSys (2022)
Irena Orsolic, Michael Seufert
On Machine Learning Based Video QoE Estimation Across Different Networks. ConTEL (2021)
Ivan Bartolec, Irena Orsolic, Lea Skorin-Kapov
Inclusion of End User Playback-Related Interactions in YouTube Video Data Collection and ML-Based Performance Model Training. QoMEX (2020)
Irena Orsolic, Lea Skorin-Kapov
A Framework for in-Network QoE Monitoring of Encrypted Video Streaming. IEEE Access 8 (2020)
Irena Orsolic, Lea Skorin-Kapov, Tobias Hoßfeld
To Share or Not to Share? How Exploitation of Context Data Can Improve In-Network QoE Monitoring of Encrypted YouTube Streams. QoMEX (2019)
Ivan Bartolec, Irena Orsolic, Lea Skorin-Kapov
In-Network YouTube Performance Estimation in Light of End User Playback-Related Interactions. QoMEX (2019)
Irena Orsolic, Petra Rebernjak, Mirko Suznjevic, Lea Skorin-Kapov
In-Network QoE and KPI Monitoring of Mobile YouTube Traffic: Insights for Encrypted iOS Flows. CNSM (2018)
Irena Orsolic, Mirko Suznjevic, Lea Skorin-Kapov
YouTube QoE Estimation from Encrypted Traffic: Comparison of Test Methodologies and Machine Learning Based Models. QoMEX (2018)
Irena Orsolic, Dario Pevec, Mirko Suznjevic, Lea Skorin-Kapov
A machine learning approach to classifying YouTube QoE based on encrypted network traffic. Multim. Tools Appl. 76 (21) (2017)
Irena Orsolic, Dario Pevec, Mirko Suznjevic, Lea Skorin-Kapov
YouTube QoE Estimation Based on the Analysis of Encrypted Network Traffic Using Machine Learning. GLOBECOM Workshops (2016)