An intelligent scheme for congestion control: When active queue management meets deep reinforcement learning

2021 ◽  
pp. 108515
Author(s):  
Huihui Ma ◽  
Du Xu ◽  
Yueyue Dai ◽  
Qing Dong
Keyword(s):  
Reinforcement Learning ◽  
Congestion Control ◽  
Active Queue Management ◽  
Queue Management

PI-PD Controller for Adaptive and Robust Active Queue Management for Internet Congestion Control

SIMULATION ◽  
2005 ◽  
Vol 81 (6) ◽  
pp. 437-459 ◽  
Author(s):  
Seungwan Ryu ◽  
Byunghan Ryu ◽  
Myoungki Jeong ◽  
Seikwon Park
Keyword(s):  
Congestion Control ◽  
Active Queue Management ◽  
Queue Management ◽  
Pd Controller ◽  
Internet Congestion Control ◽  
Internet Congestion

Random Early Discard (RED) Queue Evaluation for Congestion Control

2012 ◽  
pp. 229-246
Author(s):  
Md. Shohidul Islam ◽  
Md. Niaz Morshed ◽  
Sk. Shariful Islam ◽  
Md. Mejbahul Azam
Keyword(s):  
Congestion Control ◽  
Performance Optimization ◽  
Transmission Control Protocol ◽  
Active Queue Management ◽  
Queue Management ◽  
Transmission Control ◽  
Control Protocol ◽  
Network Parameters ◽  
Internet Performance ◽  
And Control

Congestion is an un-avoiding issue of networking, and many attempts and mechanisms have been devised to avoid and control congestion in diverse ways. Random Early Discard (RED) is one of such type of algorithm that applies the techniques of Active Queue Management (AQM) to prevent and control congestion and to provide a range of Internet performance facilities. In this chapter, performance of RED algorithm has been measured from different point of views. RED works with Transmission Control Protocol (TCP), and since TCP has several variants, the authors investigated which versions of TCP behave well with RED in terms of few network parameters. Also, performance of RED has been compared with its counterpart Drop Tail algorithm. These statistics are immensely necessary to select the best protocol for Internet performance optimization.

Advances in Active Queue Management (AQM) Based TCP Congestion Control

2004 ◽  
Vol 25 (3/4) ◽  
pp. 317-351 ◽  
Author(s):  
Seungwan Ryu ◽  
Christopher Rump ◽  
Chunming Qiao
Keyword(s):  
Congestion Control ◽  
Active Queue Management ◽  
Queue Management ◽  
Tcp Congestion Control
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