ENHANCING NETWORK PERFORMANCE WITH IMPROVED RANDOM EARLY DETECTION

Congestion has become an important issue affecting the performance of network systems. Active Queue Management (AQM) algorithms are crucial in ensuring network stability. The first active queue management technique deployed to control congestion was Random Early Detection (RED). RED compares the average queue length with predefined thresholds to mark or discard packets. DyRED [1] has improved RED based on changing the upper threshold. The author proposes an enhanced DyRED algorithm called ImRED (Improved DyRED) to enhance network performance further. Through simulation evaluation on the NS2, the author observed that ImRED outperforms DyRED regarding packet loss rate and average queue delay. Keywords: Active queue management; congestion; average queue size; RED; threshold

Authors

Publication Details

Journal
Vinh University Journal of Science
Published
2025-03-20
DOI
https://doi.org/10.56824/vujs.2024a083a
Primary Topic
Distributed Sensor Networks and Detection Algorithms
Type
article
Field-Weighted Citation Impact
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article

ENHANCING NETWORK PERFORMANCE WITH IMPROVED RANDOM EARLY DETECTION

VU Van Dien
Vinh University Journal of Science
Distributed Sensor Networks and Detection Algorithms
article

ENHANCING NETWORK PERFORMANCE WITH IMPROVED RANDOM EARLY DETECTION

VU Van Dien
article en

Abstract

Congestion has become an important issue affecting the performance of network systems. Active Queue Management (AQM) algorithms are crucial in ensuring network stability. The first active queue management technique deployed to control congestion was Random Early Detection (RED). RED compares the average queue length with predefined thresholds to mark or discard packets. DyRED [1] has improved RED based on changing the upper threshold. The author proposes an enhanced DyRED algorithm called ImRED (Improved DyRED) to enhance network performance further. Through simulation evaluation on the NS2, the author observed that ImRED outperforms DyRED regarding packet loss rate and average queue delay. Keywords: Active queue management; congestion; average queue size; RED; threshold

Vinh University Journal of ScienceVol. 54(1A)
Openalex Percentile: Top 95%
Distributed Sensor Networks and Detection Algorithms
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