Survey on machine learning for intelligent end-to-end communication toward 6G: From network access, routing to traffic control and streaming adaption
The end-to-end quality of service (QoS) and quality of experience (QoE) guarantee is quite
important for network optimization. The current 5G and conceived 6G network in the future …
important for network optimization. The current 5G and conceived 6G network in the future …
Leveraging deep reinforcement learning for traffic engineering: A survey
After decades of unprecedented development, modern networks have evolved far beyond
expectations in terms of scale and complexity. In many cases, traditional traffic engineering …
expectations in terms of scale and complexity. In many cases, traditional traffic engineering …
CUBIC: a new TCP-friendly high-speed TCP variant
CUBIC is a congestion control protocol for TCP (transmission control protocol) and the
current default TCP algorithm in Linux. The protocol modifies the linear window growth …
current default TCP algorithm in Linux. The protocol modifies the linear window growth …
Classic meets modern: A pragmatic learning-based congestion control for the internet
These days, taking the revolutionary approach of using clean-slate learning-based designs
to completely replace the classic congestion control schemes for the Internet is gaining …
to completely replace the classic congestion control schemes for the Internet is gaining …
{PCC} vivace:{Online-Learning} congestion control
TCP's congestion control architecture suffers from notoriously bad performance.
Consequently, recent years have witnessed a surge of interest in both academia and …
Consequently, recent years have witnessed a surge of interest in both academia and …
{PCC}: Re-architecting congestion control for consistent high performance
TCP and its variants have suffered from surprisingly poor performance for decades. We
argue the TCP family has little hope of achieving consistent high performance due to a …
argue the TCP family has little hope of achieving consistent high performance due to a …
A survey on recent advances in transport layer protocols
Over the years, the Internet has been enriched with new available communication
technologies, for both fixed and mobile networks and devices, exhibiting an impressive …
technologies, for both fixed and mobile networks and devices, exhibiting an impressive …
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 …
Multidimensional benchmarking of the active queue management methods of network congestion control based on extension of fuzzy decision by opinion score …
This study evaluated the benchmarking process of active queue management (AQM)
methods, which consider a multicriteria decision‐making (MCDM) problem using …
methods, which consider a multicriteria decision‐making (MCDM) problem using …
Network optimization and control
We study how protocol design for various functionalities within a communication network
architecture can be viewed as a distributed resource allocation problem. This involves …
architecture can be viewed as a distributed resource allocation problem. This involves …