A survey on client throughput prediction algorithms in wired and wireless networks
J Schmid, A Höss, BW Schuller - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Network communication has become a part of everyday life, and the interconnection among
devices and people will increase even more in the future. Nevertheless, prediction of Quality …
devices and people will increase even more in the future. Nevertheless, prediction of Quality …
TRUST: A TCP throughput prediction method in mobile networks
Throughput prediction is essential for ensuring high quality of service for video streaming
transmissions. However, current methods are incapable of accurately predicting throughput …
transmissions. However, current methods are incapable of accurately predicting throughput …
PRIOR: deep reinforced adaptive video streaming with attention-based throughput prediction
Video service providers have deployed dynamic video bitrate adaptation services to fulfill
user demands for higher video quality. However, fluctuations and instability of network …
user demands for higher video quality. However, fluctuations and instability of network …
Evaluation of throughput prediction for adaptive bitrate control using trace-based emulation
Dynamic adaptive video streaming over HTTP (DASH) is widely studied and has been
adopted in modern video players to ensure user quality of experience (QoE). In DASH …
adopted in modern video players to ensure user quality of experience (QoE). In DASH …
A comparison of AI-based throughput prediction for cellular vehicle-to-server communication
J Schmid, M Schneider, A Höß… - 2019 15th International …, 2019 - ieeexplore.ieee.org
Nowadays, on-board sensor data is primarily used to detect nascent threats during
automated driving. Since the range of this data is locally restricted, centralized server …
automated driving. Since the range of this data is locally restricted, centralized server …
Alstm: An attention-based lstm model for multi-scenario bandwidth prediction
P Li, X Jiang, G Jin, Y Yu, Z Xie - 2021 IEEE 27th International …, 2021 - ieeexplore.ieee.org
Bandwidth-sensitive applications rely on the accurate estimation of the bottleneck
bandwidth. The real-time bandwidth prediction enables the application to cope with …
bandwidth. The real-time bandwidth prediction enables the application to cope with …
Frab: A flexible relaxation method for fair, stable, efficient multi-user dash video streaming
Dynamic adaptive streaming over HTTP (DASH) has been widely adopted in modern video
streaming services. In DASH, the core technique is adaptive bitrate (ABR) control which can …
streaming services. In DASH, the core technique is adaptive bitrate (ABR) control which can …
CapRadar: Real-time adaptive bandwidth prediction for dynamic wireless networks
With the emergence of 4G/5G cellular networks, mobile Internet is becoming increasingly
popular and numerous mobile applications have emerged, which puts higher demands on …
popular and numerous mobile applications have emerged, which puts higher demands on …
High-qoe dash live streaming using reinforcement learning
With the live video streaming becomes more and more common in daily life such as live
meeting and live video call, it is an urgent task to ensure high-quality and low-delay live …
meeting and live video call, it is an urgent task to ensure high-quality and low-delay live …
Using vision-based object detection for link quality prediction in 5.6-GHz channel
Various smart connected devices are emerging like automated driving cars, autonomous
robots, and remote-controlled construction vehicles. These devices have vision systems to …
robots, and remote-controlled construction vehicles. These devices have vision systems to …