A comprehensive survey on machine learning for networking: evolution, applications and research opportunities

R Boutaba, MA Salahuddin, N Limam, S Ayoubi… - Journal of Internet …, 2018 - Springer
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 …

Dynamics of femtosecond laser interactions with dielectrics

SS Mao, F Quéré, S Guizard, X Mao, RE Russo… - Applied Physics A, 2004 - Springer
Femtosecond laser pulses appear as an emerging and promising tool for processing wide
bandgap dielectric materials for a variety of applications. This article aims to provide an …

End-to-end differentiation of congestion and wireless losses

S Cen, PC Cosman, GM Voelker - IEEE/ACM Transactions on …, 2003 - ieeexplore.ieee.org
In this paper, we explore end-to-end loss differentiation algorithms (LDAs) for use with
congestion-sensitive video transport protocols for networks with either backbone or last-hop …

Preemptive routing in ad hoc networks

T Goff, NB Abu-Ghazaleh, DS Phatak… - Proceedings of the 7th …, 2001 - dl.acm.org
Existing on-demand ad-hoc routing algorithms initiate route discovery only after a path
breaks, incurring a significant cost in detecting the disconnection and establishing a new …

[PDF][PDF] WTCP: A reliable transport protocol for wireless wide-area networks

P Sinha, N Venkitaraman, R Sivakumar… - Proceedings of the 5th …, 1999 - dl.acm.org
Most current wireless wide area packet data networks (WWANs) are characterized by low
and variable bandwidths, high and variable delays, significant non-congestion related loss …

Discriminating congestion losses from wireless losses using inter-arrival times at the receiver

S Biaz, NH Vaidya - … and Technology. ASSET'99 (Cat. No …, 1999 - ieeexplore.ieee.org
We present a simple scheme which enables a TCP receiver to distinguish congestion losses
from corruption losses. The scheme works in the case where the last hop to the receiver is a …

WBest: A bandwidth estimation tool for IEEE 802.11 wireless networks

M Li, M Claypool, R Kinicki - 2008 33rd IEEE Conference on …, 2008 - ieeexplore.ieee.org
Bandwidth estimation techniques seek to provide an accurate estimation of available
bandwidth such that network applications can adjust their behavior accordingly. However …

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 …

Rate control for streaming video over wireless

M Chen, A Zakhor - IEEE INFOCOM 2004, 2004 - ieeexplore.ieee.org
Rate control is an important issue in video streaming applications for both wired and
wireless networks. A widely accepted rate control method in wired networks is equation …

Revisiting TCP congestion control using delay gradients

DA Hayes, G Armitage - International Conference on Research in …, 2011 - Springer
Traditional loss-based TCP congestion control (CC) tends to induce high queuing delays
and perform badly across paths containing links that exhibit packet losses unrelated to …