Results 181 to 190 of about 351,026 (246)

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

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.
null Changhee Joo, null Saewoong Bahk, S.S. Lumetta   +2 more
openaire   +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, Ethan Blanton, Maxim Martynov   +2 more
openaire   +1 more source

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.
M. Claypool, R. Kinicki, M. Hartling
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, Granelli, Fabrizio   +1 more
openaire   +2 more sources

On a Deep Q-Network-based Approach for Active Queue Management

2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2021
Reinforcement learning has gone through an enormous evolution in the past ten years. It's practical applicability has been demonstrated through several use cases in various fields from robotics to process automation.
Dhulfiqar A. Alwahab, G. Gombos, S. Laki
semanticscholar   +1 more source

Auto-tuning active queue management

2017 9th International Conference on Communication Systems and Networks (COMSNETS), 2017
Active queue management (AQM) algorithms preemptively drop packets to prevent unnecessary delays through a network while keeping utilization high. Many AQM ideas have been proposed, but none have been widely adopted because these rely on pre-specification or pre-tuning of parameters and thresholds that do not necessarily adapt to dynamic network ...
Joe H. Novak, Sneha Kumar Kasera
openaire   +1 more source

CHOKeD: Fair Active Queue Management

2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, 2015
This paper proposes CHOKeD, a novel stateless Active Queue Management (AQM) scheme, to provide fairness among competing flows in the Internet. CHOKeD protects responsive flows by penalizing unresponsive flows, and by allocating bandwidth fairly. CHOKeD features such as fairness, high throughput and stateless design are promising for its deployment over
Sanaullah Manzoor, Ghulam Abbas, Masroor Hussain   +2 more
openaire   +1 more source

Edge-based active queue management

IEE Proceedings - Communications, 2006
In the paper, a new framework of active queue management, namely, edge-based active queue management (EAQM), is proposed. Conventional AQM schemes are required to be deployed at all routers in the network, and this involves significant upgrading to current drop-tail routers.
L. Zhu, N. Ansari, G. Cheng, K. Xu
openaire   +1 more source

Deep-Reinforcement-Learning-Based Age-of-Information-Aware Low-Power Active Queue Management for IoT Sensor Networks

IEEE Internet of Things Journal
As the number of Internet of Things (IoT) sensors increases and their deployment becomes denser, power management for IoT sensor networks becomes more important.
Tae-hoon Song, Yeunwoong Kyung
semanticscholar   +1 more source