A learning-based approach for video streaming over fluctuating networks with limited playback buffers
In recent times, the surge in applications like social networking and online learning platforms
has led to a substantial rise in on-demand video streaming, thus ensuring a seamless user …
has led to a substantial rise in on-demand video streaming, thus ensuring a seamless user …
VASE: Enhancing Adaptive Bitrate Selection for VBR-Encoded Audio and Video Content With Deep Reinforcement Learning
Adaptive BitRate (ABR) algorithms have become increasingly prevalent in modern
streaming platforms, offering users significant improvements in the Quality of Experience …
streaming platforms, offering users significant improvements in the Quality of Experience …
Accurate Throughput Prediction for Improving QoE in Mobile Adaptive Streaming
Video streaming is the most important mobile application today. To improve users' quality of
experience (QoE), the client player runs adaptive bitrate (ABR) algorithms that dynamically …
experience (QoE), the client player runs adaptive bitrate (ABR) algorithms that dynamically …
Achieving QoE fairness in video streaming over heterogeneous congestion control protocols
With the growing ubiquity of video streaming, ensuring a fair and high quality of experience
(QoE) for users has emerged as a shared concern among video content providers. State-of …
(QoE) for users has emerged as a shared concern among video content providers. State-of …
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 …
Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation
H Su, S Wang, S Yang, T Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Bitrate adaptation (also known as ABR) is a crucial technique to improve the quality of
experience (QoE) for video streaming applications. However, existing ABR algorithms suffer …
experience (QoE) for video streaming applications. However, existing ABR algorithms suffer …
Optimizing Video Streaming in Dynamic Networks: An Intelligent Adaptive Bitrate Solution Considering Scene Intricacy and Data Budget
Adaptive Bitrate (ABR) algorithms have become increasingly important for delivering high-
quality video content over fluctuating networks. Considering the complexity of video scenes …
quality video content over fluctuating networks. Considering the complexity of video scenes …
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission
A Xiao, S Wu, Y Ou, N Chen, C Jiang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Adaptive bitrate (ABR) streaming provides an effective way to improve the Quality of
Experience (QoE) of video users and is now the de facto standard for video delivery …
Experience (QoE) of video users and is now the de facto standard for video delivery …
ImmerScope: Multi-view Video Aggregation at Edge towards Immersive Content Services
The multi-camera capture system is an emerging visual sensing modality. It facilitates the
production of various immersive contents ranging from regular to neural videos. Although …
production of various immersive contents ranging from regular to neural videos. Although …
Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks
We study a multi-task decision-making problem for 360 video processing in a wireless multi-
user virtual reality (VR) system that includes an edge computing unit (ECU) to deliver 360 …
user virtual reality (VR) system that includes an edge computing unit (ECU) to deliver 360 …