Irena Orsolic

According to our database, Irena Orsolic authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks.

Michael Seufert, Irena Orsolic

IEEE Trans. Netw. Serv. Manag., June, 2024

2022

Impact of User Playback Interactions on In-Network Estimation of Video Streaming Performance.

Ivan Bartolec, Irena Orsolic, Lea Skorin-Kapov

IEEE Trans. Netw. Serv. Manag., 2022

CGD: a cloud gaming dataset with gameplay video and network recordings.

Ivan Slivar, Kresimir Bacic, Irena Orsolic, Lea Skorin-Kapov, Mirko Suznjevic

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

2021

On Machine Learning Based Video QoE Estimation Across Different Networks.

Irena Orsolic, Michael Seufert

Proceedings of the 16th International Conference on Telecommunications, 2021

2020

A Framework for in-Network QoE Monitoring of Encrypted Video Streaming.

Irena Orsolic, Lea Skorin-Kapov

IEEE Access, 2020

Inclusion of End User Playback-Related Interactions in YouTube Video Data Collection and ML-Based Performance Model Training.

Ivan Bartolec, Irena Orsolic, Lea Skorin-Kapov

Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

2019

To Share or Not to Share? How Exploitation of Context Data Can Improve In-Network QoE Monitoring of Encrypted YouTube Streams.

Irena Orsolic, Lea Skorin-Kapov, Tobias Hoßfeld

Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

In-Network YouTube Performance Estimation in Light of End User Playback-Related Interactions.

Ivan Bartolec, Irena Orsolic, Lea Skorin-Kapov

Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

2018

YouTube QoE Estimation from Encrypted Traffic: Comparison of Test Methodologies and Machine Learning Based Models.

Irena Orsolic, Mirko Suznjevic, Lea Skorin-Kapov

Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

In-Network QoE and KPI Monitoring of Mobile YouTube Traffic: Insights for Encrypted iOS Flows.

Irena Orsolic, Petra Rebernjak, Mirko Suznjevic, Lea Skorin-Kapov

Proceedings of the 14th International Conference on Network and Service Management, 2018

2017

A machine learning approach to classifying YouTube QoE based on encrypted network traffic.

Irena Orsolic, Dario Pevec, Mirko Suznjevic, Lea Skorin-Kapov

Multim. Tools Appl., 2017

2016

YouTube QoE Estimation Based on the Analysis of Encrypted Network Traffic Using Machine Learning.

Irena Orsolic, Dario Pevec, Mirko Suznjevic, Lea Skorin-Kapov

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016