Nuwa: A Receiver-driven Congestion Control Framework to Achieve High-throughput and Controlled Delay over Dynamic Wireless Networks

G Gong, X Jiang, Y Xie, G Jin, J Zhang… - 2022 IEEE 28th …, 2023 - ieeexplore.ieee.org
In recent years, wireless networks and applications have grown rapidly and converged
across a wide variety of scenarios. More and more applications require wireless networks for …

Improving TCP congestion control with machine intelligence

Y Kong, H Zang, X Ma - Proceedings of the 2018 Workshop on Network …, 2018 - dl.acm.org
In a TCP/IP network, a key to ensure efficient and fair sharing of network resources among
its users is the TCP congestion control (CC) scheme. Previously, the design of TCP CC …

Tcp-neuroc: Neural adaptive tcp congestion control with online changepoint detection

W Li, S Gao, X Li, Y Xu, S Lu - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
Congestion control is a fundamental mechanism for TCP protocol, which has been
extensively studied in the past three decades. However, our experimental evaluations show …

Optimizing tcp loss recovery performance over mobile data networks

K Liu, Z Zha, W Wan, V Aggarwal, B Fu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recent advances in high-speed mobile networks have revealed new bottlenecks in
ubiquitous TCP protocol deployed in the Internet. In addition to differentiating non …

T-DLRP: Detection of fast retransmission losses using TCP timestamp for improving the end-to-end performance of TCP over wireless networks

P Sreekumari, SH Chung, M Lee… - International Journal of …, 2013 - journals.sagepub.com
Improving the end-to-end performance of TCP over wireless networks has been an active
research area. When TCP operates in wireless networks, the performance of TCP degrades …

End-to-end wireless TCP with noncongestion packet loss detection and handling

JJ Lee, F Liu, CCJ Kuo - Digital Wireless Communications V, 2003 - spiedigitallibrary.org
Traditional TCP performance degrades over lossy links, as the TCP sender assumes that
packet loss is caused by congestion in the network path and thus reduces the sending rate …

Learn‐ing‐Based On‐AP TCP Performance Enhancement

S Lin, S Jiang - Wireless Communications and Mobile …, 2020 - Wiley Online Library
Data transmissions suffer from TCP's poor performance since the introduction of the first
commercial wireless services in the 1990s. Recent years have witnessed a surge of …

Improving TCP/IP performance over third-generation wireless networks

MC Chan, R Ramjee - IEEE transactions on mobile computing, 2008 - ieeexplore.ieee.org
As third-generation (3G) wireless networks with high data rate get widely deployed,
optimizing the transmission control protocol (TCP) performance over these networks would …

RAN information-assisted TCP congestion control via DRL with reward redistribution

M Chen, R Li, Z Zhao, H Zhang - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In this paper, we aim to propose a novel transmission control protocol (TCP) congestion
control method from a crosslayer-based perspective and present a deep reinforcement …

BBR-FIT: An Intelligent BBR based on the Reinforcement Learning to Boost the Network Efficiency over Time-Varying Networks

Y Xie, X Jiang, G Jin, H Chen - 2022 IEEE 24th Int Conf on …, 2022 - ieeexplore.ieee.org
Recently, the emerging high-speed and low-latency communication techniques (eg, 5G and
WiFi6) reactivated the popularity of some Internet applications. Most of them simultaneously …