Irena Oršolić, mag. ing.

Assistant, Department of Telecommunications

Location:
Public phone number:
6129-755
Internal phone number:
255
  Journal articles and review articles in CC journals
 

1. Oršolić, Irena; Pevec, Dario; Sužnjević, Mirko; Skorin-Kapov, Lea.
A Machine Learning Approach to Classifying YouTube QoE Based on Encrypted Network Traffic. // Multimedia tools and applications. 76 (2017) , 21; 22267-22301 (journal article).
 
  Scientific conference papers with international peer-review
 

1. Bartolec, Ivan; Oršolić, Irena; Skorin-Kapov, Lea.
In-Network YouTube Performance Estimation in Light of End User Playback-Related Interactions // Proceedings of the 11th International Conference on Quality of Multimedia Experience.
1-3 (poster,international peer-review,published,scientific).

2. Oršolić, Irena; Skorin-Kapov, Lea; Hoßfeld, Tobias.
To Share or Not to Share? How Exploitation of Context Data Can Improve In-Network QoE Monitoring of Encrypted YouTube Streams // .
1-3 (poster,international peer-review,published,scientific).

3. Oršolić, Irena; Sužnjević, Mirko; Skorin-Kapov, Lea.
YouTube QoE Estimation from Encrypted Traffic: Comparison of Test Methodologies and Machine Learning Based Models // Proceedings of 2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX).
1-6 (lecture,international peer-review,published,scientific).

4. Oršolić, Irena; Rebernjak, Petra; Sužnjević, Mirko; Skorin-Kapov, Lea.
In-Network QoE and KPI Monitoring of Mobile YouTube Traffic: Insights for Encrypted iOS Flows // .
2018. 1-7 (lecture,international peer-review,published,scientific).

5. Oršolić, Irena; Skorin-Kapov, Lea; Sužnjević, Mirko.
Towards a Framework for Classifying YouTube QoE Based on Monitoring of Encrypted Traffic // .
2017. 1-5 (lecture,international peer-review,published,scientific).

6. Oršolić, Irena; Pevec, Dario; Sužnjević, Mirko; Skorin-Kapov, Lea.
YouTube QoE Estimation Based on the Analysis of Encrypted Network Traffic Using Machine Learning // Globecom Workshops (GC Wkshps).
2016. 1-6 (lecture,international peer-review,published,scientific).
 
  Abstracts in Book of abstracts
 

1. Oršolić, Irena; Skorin-Kapov, Lea.
YouTube QoE Classification Based on Monitoring of Encrypted Traffic // PhD Forum – Book of Abstracts.
2018. 11-12 (poster,scientific).

2. Oršolić, Irena; Skorin-Kapov, Lea.
Towards Cooperative QoE Management Schemes for Multimedia Applications // SoftCOM 2016 PhD Forum : book of abstracts / Matijašević, Maja ; Begušić, Dinko ; Dobrijević, Ognjen ; Šolić, Petar, editor(s).
Split : Fakultet elektrotehnike, strojarstva i brodogradnje, Sveučilište u Splitu, 2016. 10-11 (poster,domestic peer-review,abstract,scientific).
 
  Graduation thesis
 

1. Oršolić, Irena.
YouTube performance estimation based on the analysis of encrypted network traffic using machine learning / graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 07.07. 2016., 91 pages. Mentor: Skorin-Kapov, Lea.

2. Oršolić, Irena.
Quality of Experience for conversational video services based on WebRTC / baccalaureus graduate thesis.
Zagreb : Fakultet elektrotehnike i računarstva, 03.07. 2014, 47 pages. Mentor: Skorin-Kapov, Lea.
 

Teaching duties

University undergraduate

Competences

  • Communications technology
    Computer networks Internet IP networks Internet Mobile communication  Multimedia communication Quality of experience Quality of service Network topology
  • Computers and information processing
    Web sites World Wide Web Computer networks
  • Computational and artificial intelligence
    Machine learning

Personal data

Graduation year:
2016.
Employed in this institution since:
2016.