AccDecoder: Accelerated decoding for neural-enhanced video analytics

T Yuan, L Mi, W Wang, H Dai… - IEEE INFOCOM 2023-IEEE …, 2023 - ieeexplore.ieee.org
The quality of the video stream is key to neural network-based video analytics. However, low-
quality video is inevitably collected by existing surveillance systems because of poor quality …

An Adaptive Bandwidth Management Algorithm for Next-Generation Vehicular Networks

CJ Huang, KW Hu, HW Cheng - Sensors, 2023 - mdpi.com
The popularity of video services such as video call or video on-demand has made it
impossible for people to live without them in their daily lives. It can be anticipated that the …

BiSwift: Bandwidth orchestrator for multi-stream video analytics on edge

L Sun, W Wang, T Yuan, L Mi, H Dai… - IEEE INFOCOM 2024 …, 2024 - ieeexplore.ieee.org
High-definition (HD) cameras for surveillance and road traffic have experienced tremendous
growth, demanding intensive computation resources for real-time analytics. Recently …

Achieving QoE fairness in video streaming over heterogeneous congestion control protocols

Q Su, J Huang, W Li, Z Li, T Zhang… - 2024 IEEE/ACM 32nd …, 2024 - ieeexplore.ieee.org
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 …

Ppo-abr: Proximal policy optimization based deep reinforcement learning for adaptive bitrate streaming

M Naresh, P Saxena, M Gupta - 2023 International Wireless …, 2023 - ieeexplore.ieee.org
Providing a high Quality of Experience (QoE) for video streaming in 5G and beyond 5G
(B5G) networks is challenging due to the dynamic nature of the underlying network …

AP-assisted adaptive video streaming in wireless networks with high-density clients

W Wu, J Yuan, S Ma, M Yang - Computer Communications, 2024 - Elsevier
Adaptive video streaming over wireless networks has experienced tremendous growth in
past few years. In order to guarantee users' quality of experience (QoE), adaptive bitrate …

Accelerated Neural Enhancement for Video Analytics With Video Quality Adaptation

L Mi, T Yuan, W Wang, H Dai, L Sun… - IEEE/ACM …, 2024 - ieeexplore.ieee.org
The quality of the video stream is the key to neural network-based video analytics. However,
low-quality video is inevitably collected by existing surveillance systems because of poor …

SJA: Server-driven joint adaptation of loss and bitrate for multi-party realtime video streaming

K Shen, D Zhang, Z Zhu, L Zhang… - IEEE INFOCOM 2023 …, 2023 - ieeexplore.ieee.org
The outbreak of COVID-19 has dramatically promoted the explosive proliferation of multi-
party realtime video streaming (MRVS) services, represented by Zoom and Microsoft Teams …

HiVAT: Improving QoE for Hybrid Video Streaming Service With Adaptive Transcoding

Y Zhu, Y Huang, X Qiao, J Tang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Mobile video streaming enables flexible delivery of videos to mobile devices, supporting
emerging video formats. The transition from conventional 2D videos to immersive formats …

DSJA: Distributed Server-Driven Joint Route Scheduling and Streaming Adaptation for Multi-Party Realtime Video Streaming

D Zhang, H Zhu, K Shen, D Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The widespread availability of convenient wireless network connection and video capture
have fueled the development of multi-party realtime video streaming (MRVS) services, such …