A comprehensive survey on machine learning for networking: evolution, applications and research opportunities
Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications
that solve problems and enable automation in diverse domains. Primarily, this is due to the …
that solve problems and enable automation in diverse domains. Primarily, this is due to the …
Host-to-host congestion control for TCP
A Afanasyev, N Tilley, P Reiher… - … surveys & tutorials, 2010 - ieeexplore.ieee.org
The Transmission Control Protocol (TCP) carries most Internet traffic, so performance of the
Internet depends to a great extent on how well TCP works. Performance characteristics of a …
Internet depends to a great extent on how well TCP works. Performance characteristics of a …
Beyond short snippets: Deep networks for video classification
J Yue-Hei Ng, M Hausknecht… - Proceedings of the …, 2015 - cv-foundation.org
Convolutional neural networks (CNNs) have been exten-sively applied for image
recognition problems giving state-of-the-art results on recognition, detection, segmentation …
recognition problems giving state-of-the-art results on recognition, detection, segmentation …
A survey of delay-based and hybrid TCP congestion control algorithms
Congestion control (CC) has a significant influence on the performance of transmission
control protocol (TCP) connections. Over the last three decades, many researchers have …
control protocol (TCP) connections. Over the last three decades, many researchers have …
Bandwidth estimation schemes for TCP over wireless networks
The use of enhanced bandwidth estimation procedures within the congestion control
scheme of TCP was proposed recently as a way of improving TCP performance over links …
scheme of TCP was proposed recently as a way of improving TCP performance over links …
Adaptive bandwidth share estimation in TCP Westwood
TCP Westwood (TCPW) is a recently proposed sender side modification of TCP congestion
control. TCPW relies an bandwidth share estimation techniques to enhance congestion …
control. TCPW relies an bandwidth share estimation techniques to enhance congestion …
TCP Westwood with adaptive bandwidth estimation to improve efficiency/friendliness tradeoffs
M Gerla, BKF Ng, MY Sanadidi, M Valla… - Computer …, 2004 - Elsevier
In this paper, we propose an extension of Transmission Control Protocol (TCP) Westwood
allowing the management of the Efficiency/Friendliness-to-NewReno tradeoffs. We show …
allowing the management of the Efficiency/Friendliness-to-NewReno tradeoffs. We show …
A machine learning approach to improve congestion control over wireless computer networks
In this paper, we present the application of machine learning techniques to the improvement
of the congestion control of TCP in wired/wireless networks. TCP is sub-optimal in hybrid …
of the congestion control of TCP in wired/wireless networks. TCP is sub-optimal in hybrid …
Effectiveness of loss labeling in improving TCP performance in wired/wireless networks
The current congestion-oriented design of TCP hinders its ability to perform well in hybrid
wireless/wired networks. We propose a new improvement on TCP NewReno (NewReno-FF) …
wireless/wired networks. We propose a new improvement on TCP NewReno (NewReno-FF) …
[PDF][PDF] TCP-Fusion: a hybrid congestion control algorithm for high-speed networks
K Kaneko, T Fujikawa, Z Su, J Katto - Proc. PFLDnet, 2007 - Citeseer
This paper presents a new congestion control algorithm of TCP, called TCP-Fusion, and
provides its extensive evaluation results through simulations and implementations. Recently …
provides its extensive evaluation results through simulations and implementations. Recently …