Inter-Stream Adaptive Bitrate Streaming for Short-Video Services
Short-video services have seen explosive growth in recent years. Streaming over mobile
networks is inherently challenging due to the latter's bandwidth fluctuations, motivating …
networks is inherently challenging due to the latter's bandwidth fluctuations, motivating …
Dynamic Optimization and Pricing of Transcoding Multicast in Edge Computing Networks
Y Hou, Z Li, G Fang, X Li - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
This work studies video transcoding and multicast in an edge computing network (ECN),
where routers are furnished with computing resources. For example, the recent IPv6-SRv6 …
where routers are furnished with computing resources. For example, the recent IPv6-SRv6 …
NOVA: Neural-optimized viewport adaptive 360-degree video streaming at the edge
The 360-degree video streaming service provides a unique immersive viewing experience
for users, who can freely change their Field-of-View (FoV) to view different portions of the …
for users, who can freely change their Field-of-View (FoV) to view different portions of the …
Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming
Nowadays, the emerging short video streaming applications have gained substantial
attention. With the rapidly burgeoning demand for short video streaming services …
attention. With the rapidly burgeoning demand for short video streaming services …
Learning Accurate Network Dynamics for Enhanced Adaptive Video Streaming
The adaptive bitrate (ABR) algorithm plays a crucial role in ensuring satisfactory quality of
experience (QoE) in video streaming applications. Most existing approaches, either rule …
experience (QoE) in video streaming applications. Most existing approaches, either rule …
Mystique: User-level Adaptation for Real-Time Video Analytics in Edge Networks via Meta-RL
X Shi, S Zhang, M Liu, L Meng, L Wei… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Deep neural network (DNN)-based real-time video analytics service, as a core module for
numerous crucial applications such as augmented reality (AR), has garnered increasing …
numerous crucial applications such as augmented reality (AR), has garnered increasing …
A Long-Term-Planning Learning Strategy to Coordinate Viewport Prediction and Video Transmission in 360° Video Streaming
Fueled by Metaverse, 360° video streaming has seen tremendous growth in the past years.
However, our measurement reveals that current 360° streaming systems suffer from a …
However, our measurement reveals that current 360° streaming systems suffer from a …