When machine learning meets congestion control: A survey and comparison

H Jiang, Q Li, Y Jiang, GB Shen, R Sinnott, C Tian… - Computer Networks, 2021 - Elsevier
Abstract Machine learning has seen a significant surge and uptake across many diverse
applications. The high flexibility, adaptability, and computing capabilities it provides extend …

AFCC-r: Adaptive Feedback Congestion Control Algorithm to Avoid Queue Overflow in LTE Networks

M Çakmak, Z Albayrak - Mobile Networks and Applications, 2022 - Springer
With the dramatic increase in the number of users and the widespread use of smartphones,
most of the internet content today is provided by cellular connections. The purpose of many …

STOP: Joint send buffer and transmission control for user-perceived deadline guarantee via curriculum guided-deep reinforcement learning

R Liao, Y Zhang, J Yan, Y Cai, N Tao - Journal of Network and Computer …, 2024 - Elsevier
Real-time applications with strict user-perceived deadline requirements, such as cloud
virtual reality (VR) gaming and high-frequency trading, have experienced substantial growth …

Ichv: A new compression approach for industrial images

X Yuan, Z Cai - IEEE Transactions on Industrial Informatics, 2021 - ieeexplore.ieee.org
The rapid development of the Industrial Internet of Things and artificial intelligence has
brought new pressures to the compression and storage of image information. Thus, efficient …

An efficient congestion control in multimedia streaming using adaptive BRR and fuzzy butterfly optimization

D Samiayya, J Ramasamy… - Transactions on …, 2023 - Wiley Online Library
Recently, various video streaming platforms such as YouTube, Netflix and so forth have
achieved great growth in the media industry. However, uncertain dynamic activities such as …

A Novel Distributed Multi-Source Optimal Rate Control Solution for HTTP Live Video Streaming

S Yang, C Fang, L Zhong, M Wang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
HTTP live streaming delivers dynamically video content with varying bitrates to
accommodate the dynamic real-time bandwidth fluctuations while considering diverse user …

A minmax utilization algorithm for network traffic scheduling of industrial robots

Y Wang, V Friderikos, S Andraos - ICC 2022-IEEE International …, 2022 - ieeexplore.ieee.org
Emerging 5G and beyond wireless industrial virtualized networks are expected to support a
significant number of robotic manipulators. Depending on the processes involved, these …

Day-ahead and real-time congestion scheduling method for distribution network with multiple access to electric vehicle charging piles

Q Gao, X Zhang, H Pan - International Journal of Emerging Electric …, 2023 - degruyter.com
The day-ahead and real-time congestion scheduling method for distribution network with
multiple access to electric vehicle charging piles is studied to effectively solve the day-ahead …

Analysis of Queuing Delay in LTE System: Model and Validation

M Sahu, AA Kherani - 2022 14th International Conference on …, 2022 - ieeexplore.ieee.org
We address the problem of controlling the end-to-end per-packet delay for real-time video
communication. We provide a simple analytical model for predicting delay for the Constant …

Pragmatic analysis of collision aware routing models for wireless networks from an empirical perspective

R Shrivastav, S Karmore - NeuroQuantology, 2022 - search.proquest.com
Collisions in wireless networks are a major reason for packet drops, data delays, reduced
energy efficiency, and low throughput performance. To overcome this issue, various collision …