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Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions
U: Proceedings of the 12th ACM Multimedia Systems Conference. Association for Computing Machinery, New York, NY, United States, 2021. str. 413-417. https://doi.org/10.1145/3458305.3478467
Bartolec, Ivan

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Bartolec, I. (2021). Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions. Proceedings of the 12th ACM Multimedia Systems Conference (str. 413-417). Association for Computing Machinery, New York, NY, United States. doi: 10.1145/3458305.3478467

Bartolec, Ivan. "Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions." Proceedings of the 12th ACM Multimedia Systems Conference, Association for Computing Machinery, New York, NY, United States, 2021, str. 413-417. https://urn.nsk.hr/urn:nbn:hr:168:603647

Bartolec, Ivan. "Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions." U Proceedings of the 12th ACM Multimedia Systems Conference, 413-417. Association for Computing Machinery, New York, NY, United States, 2021. Citirano 17.04.2024.. https://urn.nsk.hr/urn:nbn:hr:168:603647

Bartolec, I. (2021) 'Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions', Proceedings of the 12th ACM Multimedia Systems Conference, Association for Computing Machinery, New York, NY, United States, str. 413-417. Preuzeto s: https://urn.nsk.hr/urn:nbn:hr:168:603647 (Datum pristupa: 17.04.2024.)

Bartolec I. Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions. Proceedings of the 12th ACM Multimedia Systems Conference. Association for Computing Machinery, New York, NY, United States; 2021. Str. 413-417. [pristupljeno 17.04.2024.] Dostupno na: https://urn.nsk.hr/urn:nbn:hr:168:603647

I. Bartolec, "Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions", Proceedings of the 12th ACM Multimedia Systems Conference Association for Computing Machinery, New York, NY, United States, 2021. [Online] Dostupno na: https://urn.nsk.hr/urn:nbn:hr:168:603647 [Citirano: 17.04.2024.]

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Podaci o radu
Naslov (engleski)Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions
AutorIvan Bartolec
MBZ: 376406
Autorova ustanovaSveučilište u Zagrebu
Fakultet elektrotehnike i računarstva
Znanstveno / umjetničko
područje, polje i grana		TEHNIČKE ZNANOSTI
Računarstvo
Sažetak (engleski)
Our research will look into realistic end-user service usage behavior patterns and their corresponding implications on the in-network Quality of Experience (QoE) monitoring for HTTP adaptive video streaming (HAS) services in wireless and mobile networks. The main goal is to establish a methodology for developing and testing machine learning (ML) based models for estimating end-user QoE-related Key Performance Indicators (KPIs) in the context of user- initiated playback interactions. The initial phase will be to investigate user behavior when utilizing video streaming services on mobile devices and propose a user interaction model. In addition, a methodology for automated data collecting, processing, and analysis will be created, which will include the creation of a framework that combines user interaction simulation based on the proposed model. Extensive experiments will be carried out to train ML models for KPI estimation, and the resultant KPI estimation models will be evaluated. This paper presents a current state-of-the-art review of the corresponding topics, as well as the current state of our research, preliminary findings, and plans for ongoing and future work.
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Izvorni znanstveni rad
Status objaveObjavljen
Vrsta recenzijeRecenziran - međunarodna recenzija
Verzija publikacijeObjavljena verzija rada (izdavačev PDF)
Naslov zbornikaProceedings of the 12th ACM Multimedia Systems Conference
Brojčani podacistr. 413-417
DOIhttps://doi.org/10.1145/3458305.3478467
URN:NBNurn:nbn:hr:168:603647
Datum objave publikacije2021
SkupNaziv: 12th ACM Multimedia Systems Conference
Lokacija: Istanbul, Turska
Datum početka: 2021-09-28
Datum završetka: 2021-10-01
Vrsta izlaganja: Predavanje
URL dokumentahttp://bib.irb.hr/1147510
Vrsta resursaTekst
IzdavačAssociation for Computing Machinery, New York, NY, United States
Prava pristupaZatvoreni pristup
Uvjeti korištenjaIkona licence Zaštićeno autorskim pravom.
Datum i vrijeme pohrane2021-11-23 06:49:08