prikaz prve stranice dokumenta Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions
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Scientific paper - Original scientific paper
Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions
In: Proceedings of the 12th ACM Multimedia Systems Conference. Association for Computing Machinery, New York, NY, United States, 2021. pp. 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 (pp. 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, pp. 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." In Proceedings of the 12th ACM Multimedia Systems Conference, 413-417. Association for Computing Machinery, New York, NY, United States, 2021. Accessed 2025 January 08. 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, pp. 413-417. Available at: https://urn.nsk.hr/urn:nbn:hr:168:603647 (Accessed 08 January 2025)

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. Pp. 413-417. [cited 2025 January 08] Available at: 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] Available at: https://urn.nsk.hr/urn:nbn:hr:168:603647 [Accessed: 08 January 2025]

Metadata
Title (english)Performance Estimation of Encrypted Video Streaming in Light of End-User Playback-Related Interactions
AuthorIvan Bartolec
MBZ: 376406
Author's institutionUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract (english)
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.
Keywords (english)
Languageenglish
Publication typeScientific paper - Original scientific paper
Publication statusPublished
Peer reviewPeer review - international
Publication versionPublished version
Publication titleProceedings of the 12th ACM Multimedia Systems Conference
Numberingpp. 413-417
DOIhttps://doi.org/10.1145/3458305.3478467
URN:NBNurn:nbn:hr:168:603647
Publication2021
ConferenceTitle: 12th ACM Multimedia Systems Conference
Location: Istanbul, Turkey
Start date: 2021-09-28
End date: 2021-10-01
Assembly type: Lecture
Document URLhttp://bib.irb.hr/1147510
Type of resourceText
PublisherAssociation for Computing Machinery, New York, NY, United States
Access conditionsClosed access
Terms of useLicence In copyright icon
Created on2021-11-23 06:49:08