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Heuristic Active Queue Management with Hazard rate function

Authors: Xunli Fan; Jie Wang 0001; Lin Guan 0001; Li Gao; Xingang Wang 0002;

Heuristic Active Queue Management with Hazard rate function

Abstract

This paper presents a heuristic packet loss approach based on Adaptive Random Early Detection (ARED) mechanism to maintain the instantaneous queue length in the buffer and estimate the packet dropping probability. The proposed scheme named as Hazard rate based Heuristic ARED (HHA) by utilizing the hazard rate function of Weibull distribution in ARED. NS2 is used to implement the simulation. Statistical evaluation is performed to show the correctness and effectiveness of the proposed scheme and simulation results. The obtained simulation results demonstrate that HHA has the best performance in contrast to ARED, Random Exponent Marking (REM) and Proportional-Integral-Derivative (PID) under both the light traffic load and the heavy traffic load in the following aspects: the packet loss rate and the instantaneous queue length.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Average
Average
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