Eavs: Edge-assisted adaptive video streaming with fine-grained serverless pipelines

B Hou, S Yang, FA Kuipers, L Jiao… - IEEE INFOCOM 2023 …, 2023 - ieeexplore.ieee.org
Recent years have witnessed video streaming gradually evolve into one of the most popular
Internet applications. With the rapidly growing personalized demand for real-time video …

Learning audio and video bitrate selection strategies via explicit requirements

W Li, J Huang, J Liu, W Jiang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Mobile video streaming dominates today's network traffic, and adaptive bitrate (ABR)
algorithms have been routinely adopted for transmitting media content across dynamic …

MMVS: Enabling robust adaptive video streaming for wildly fluctuating and heterogeneous networks

S Wang, J Lin, Y Dai - IEEE Transactions on Multimedia, 2024 - ieeexplore.ieee.org
With the advancement of wireless technology, the fifth-generation mobile communication
network (5G) has the capability to provide exceptionally high bandwidth for supporting high …

Cratus: A lightweight and robust approach for mobile live streaming

B Wang, M Xu, F Ren, C Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Live video applications are getting popular, and content providers widely use adaptive
bitrate (ABR) streaming to improve QoE while maintaining low latency. However, users' …

CoDe: Customizing Urban HD Map Deployment Strategy with Spatio-Temporal GPS Trace

X Cao, D Guo, F Lyu, P Yang, W Zhang - ACM Transactions on Sensor …, 2024 - dl.acm.org
In this article, we investigate the edge cache deployment for high definition (HD) urban map
provisioning, which is an essential building block for future autonomous driving. Given a …

Task-Oriented Video Compressive Streaming for Real-time Semantic Segmentation

X Xiao, Y Zuo, M Yan, W Wang, J He… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Real-time semantic segmentation (SS) is a major task for various vision-based applications
such as self-driving. Due to the limited computing resources and stringent performance …

QoS-Aware Power Management via Scheduling and Governing Co-Optimization on Mobile Devices

Q Sang, J Yan, R Xie, C Hu, K Suo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Scheduling and governing are two key technologies to trade off the Quality of Service (QoS)
against the power consumption on mobile devices with heterogeneous cores. However …

REM: Enabling Real-Time Neural-Enhanced Video Streaming on Mobile Devices Using Macroblock-Aware Lookup Table

B Chai, D Wu, J Chen, M Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The demand for mobile video streaming has seen a substantial surge in recent years.
However, current platforms heavily depend on network capacity to ensure the delivery of …

Optimizing Video Streaming in Dynamic Networks: An Intelligent Adaptive Bitrate Solution Considering Scene Intricacy and Data Budget

W Li, J Huang, Y Liang, Q Su, J Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Adaptive Bitrate (ABR) algorithms have become increasingly important for delivering high-
quality video content over fluctuating networks. Considering the complexity of video scenes …

CAST: An Intricate-Scene Aware Adaptive Bitrate Approach for Video Streaming via Parallel Training

W Li, J Huang, Y Liang, J Liu, W Zhang, W Lyu… - … on Algorithms and …, 2023 - Springer
Adaptive Bitrate (ABR) algorithms have become increasingly important for delivering high-
quality video content over fluctuating networks. Considering the complexity of video scenes …