User Profile-Based Viewport Prediction Using Federated Learning in Real-Time 360-Degree Video Streaming

Author:

Haseeb Ul Hassan Syed Mohammad1,Brennan Attracta2,Muntean Gabriel-Miro1,McManis Jennifer1

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

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

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

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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