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Active Queue Management Based on Q-Learning Traffic Predictor

2022 International Conference on Cyber-Physical Social Intelligence (ICCSI), 2022
With the rapid development of 5G and the Internet of Things, billions of smart devices will be connected to the network, the Internet will be more heterogeneous and complex, and network traffic will further increase.
Jingyun Liu, Debin Wei
semanticscholar   +1 more source

Fine-Grained Active Queue Management in the Data Plane with P4

International Conference on Communication, Computing & Security, 2022
Traditional source-based congestion control methods cannot meet the complex network requirements. The proposal of active queue management algorithm can alleviate the pressure of congestion from the network level. However, most of the algorithms lack fine-
Mai Qiao, D. Gao
semanticscholar   +1 more source

Remote active queue management

Proceedings of the 18th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2008
Consumers or administrators of small business networks usually cannot directly configure the link which connects their network to their Internet provider. The link setup often provides a sub-optimal configuration for end users' traffic patterns and, at best, favors bulk transfers.
Dan Ardelean   +2 more
openaire   +1 more source

Hybrid active queue management

Proceedings of the Eighth IEEE Symposium on Computers and Communications. ISCC 2003, 2004
AQM attempts to provide high network utilization with low loss and delay by regulating queues at bottleneck links. While many AQM algorithms have been proposed, most suffer from instability, require careful configuration of non-intuitive control parameters, or are not practical because of slow response to dynamic traffic changes.
Changhee Joo   +2 more
openaire   +1 more source

Active Queue Management in EGPRS

2006 IEEE 63rd Vehicular Technology Conference, 2006
Active Queue Management (AQM) schemes such as Random Early Detection (RED) or Explicit Congestion Notification (ECN) for TCP-based traffic are important components of the General Packet Radio Service (GPRS) system performance because of potential traffic bottlenecks caused by, e.g., limited radio capacity.
Renaud Cuny, Jani Lakkakorpi
openaire   +1 more source

Active Queue-Management Policies for Undersea Networking via Deep Reinforcement Learning

Oceans, 2021
Future undersea networks require effective network resource management strategies able to support the increasing demand for undersea data. Due to the limited bandwidth and high delays characteristic of underwater acoustic communications, queueing ...
Pedro A. Forero, P. Zhang, D. Radosevic
semanticscholar   +1 more source

Analysis of active queue management

Second IEEE International Symposium on Network Computing and Applications, 2003. NCA 2003., 2003
Active Queue Management (AQM) is intended to achieve high link utilization with a low queuing delay. Recent studies show that RED, one of the most well-known AQMs, is difficult to configure and does not provide significant performance gains given the complexity required for proper configuration. Recent variants of RED, such as Adaptive-RED are designed
Jae Chung, Mark Claypool
openaire   +1 more source

Redesigning an active queue management system

IEEE Global Telecommunications Conference, 2004. GLOBECOM '04., 2005
A robust proportional-integral-derivative (PID) controller is proposed for active queue management (AQM). A linear quadratic regulator (LQR) method is used to design the controller, named LQR-PID. LQR is a robust design technique as compared to classical gain-and-phase margin and dominant pole placement methods. The LQR-PID controller marks the packets
Agrawal, Deepak Kumar   +1 more
openaire   +2 more sources

Active queue management for Web traffic

IEEE International Conference on Performance, Computing, and Communications, 2004, 2004
The focus in active queue management (AQM) research has been on traffic that is long-lived, insensitive to delay, and often has large TCP congestion windows. However, the majority of the flows on the Internet today are Web flows, which are short-lived, more sensitive to delay, and typically have small TCP congestion windows.
Mark Claypool   +2 more
openaire   +1 more source

Active queue management algorithm considering queue and load states

Computer Communications, 2005
In this paper, we propose a new AQM algorithm that considers both the average queue length and the estimated packet arrival rate together in order to detect and control incipient congestion. It predicts the average queue length and controls it to maintain a certain reference value to achieve high link utilization and low queueing delay.
Jaesung Hong 0002   +2 more
openaire   +2 more sources

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