Improving RED algorithm congestion control by using the Markov decision process

Abstract Congestion control plays an essential role on the internet to manage overload, which affects data transmission performance. The random early detection (RED) algorithm belongs to active queue management (AQM), which is used to manage internet traffic. The RED is used to eliminate weakness in...

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Bibliographic Details
Main Authors: Amar A. Mahawish, Hassan J. Hassan
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-17528-x