User Profile-Based Viewport Prediction Using Federated Learning in Real-Time 360-Degree Video Streaming
Author:
Affiliation:
1. Dublin City University,School of Electronic Engineering,Dublin,Ireland
2. University of Galway,School of Computer Science,Galway,Ireland
Funder
Science Foundation Ireland
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10210852/10211094/10211169.pdf?arnumber=10211169
Reference29 articles.
1. Youtube’s ready to blow your mind with 360degree videos;Hollister,2015
2. Global Oculus mobile app new installs 2021 — Statista — statista.com
3. Cisco annual internet report - cisco annual internet report (2018–2023) white paper,2022
4. A Measurement Study of Oculus 360 Degree Video Streaming
5. Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning
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1. NSM2: Network Slice Management and Monitoring Using Machine Learning For AR/VR Applications;2024 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB);2024-06-19
2. FLUS-FoV: User Scheduling for Federated Learning-Based 360-Degree Video FoV Prediction;2024 9th International Conference on Computer and Communication Systems (ICCCS);2024-04-19
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