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Cross-Layer Scheduling in QUIC and Multipath QUIC for 360-Degree Video Streaming
2024 IEEE Wireless Communications and Networking Conference (WCNC)
Year: 2024 | Conference Paper |
Cited by: Papers (2)
The emergence of immersive multimedia content over mobile devices introduces applications that demand superior data bandwidth and low delay in network connections. Especially, the required network bandwidth and delays in 360-degree video streaming make it hard to achieve high QoE using TCP over inherently variable wireless networks. To overcome such limi-tations, this paper explores the use of QUI...Show More
Adaptive Streaming of 360-Degree Videos with Reinforcement Learning
2021 IEEE Winter Conference on Applications of Computer Vision (WACV)
Year: 2021 | Conference Paper |
Cited by: Papers (19)
For bandwidth-efficient streaming of 360-degree videos, the streaming technique must adapt both to the changing viewport of the user and variations of the available network bandwidth. The state-of-the-art streaming techniques for this problem attempt to solve an optimization using simplified rules that do not adapt very well to the uncertainties related to the viewport or network. We adopt a 3D-Co...Show More
Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning
Sohee Park;Arani Bhattacharya;Zhibo Yang;Samir R. Das;Dimitris Samaras
Conventional streaming solutions for streaming 360-degree panoramic videos are inefficient in that they download the entire 360-degree panoramic scene, while the user views only a small sub-part of the scene called the viewport. This can waste over 80% of the network bandwidth. We develop a comprehensive approach called Mosaic that combines a powerful neural network-based viewport prediction with ...Show More
Advancing user quality of experience in 360-degree video streaming
Sohee Park;Arani Bhattacharya;Zhibo Yang;Mallesham Dasari;Samir R. Das;Dimitris Samaras
2019 IFIP Networking Conference (IFIP Networking)
Year: 2019 | Conference Paper |
Cited by: Papers (11)
Conventional streaming solutions for streaming 360- degree panoramic videos are inefficient in that they download the entire 360-degree panoramic scene, while the user views only a small sub-part of the scene called the viewport. This can waste over 80% of the network bandwidth. We develop a comprehensive approach called Mosaic that combines a powerful neural network-based viewport prediction with...Show More
Advancing User Quality of Experience in 360-degree Video Streaming
Sohee Park;Arani Bhattacharya;Zhibo Yang;Mallesham Dasari;Samir R. Das;Dimitris Samaras
2019 IFIP Networking Conference (IFIP Networking)
Year: 2019 | Conference Paper |
Cited by: Papers (13)
Conventional streaming solutions for streaming 360-degree panoramic videos are inefficient in that they download the entire 360-degree panoramic scene, while the user views only a small sub-part of the scene called the viewport. This can waste over 80% of the network bandwidth. We develop a comprehensive approach called Mosaic that combines a powerful neural network-based viewport prediction with ...Show More
Understanding User Perceived Video Quality Using Multipath TCP Over Wireless Network
Sohee Kim Park;Arani Bhattacharya;Mallesham Dasari;Samir R. Das
Modern computing devices such as smartphones and personal computers provide multiple network interfaces such as WiFi and 3G/LTE cellular network. Multipath TCP (MPTCP) is a commonly proposed method of aggregating the bandwidth of these interfaces. However, how MPTCP affects the quality of experience of existing services, especially to variances in bandwidth and latency among the individual paths o...Show More
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