THE FUZZY ADAPTIVE RED

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YAGHMAEI M.H.; MASOUDIFAR M.

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Journal Paper

Paper Information

Journal: INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH) Year:2005 | Volume:16 | Issue:1 Page(s): 111-120

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Information Journal Paper

Title

THE FUZZY ADAPTIVE RED

Author(s)

YAGHMAEI M.H. | MASOUDIFAR M. | Issue Writer Certificate

Keywords

ACTIVE QUEUE MANAGEMENT

QUALITY OF SERVICE

FUZZY LOGIC

RANDOM EARLY DETECTION

Abstract

In this paper we propose a high performance fuzzy adaptive ACTIVE QUEUE MANAGEMENT (AQM) mechanism based on RANDOM EARLY DETECTION (RED) algorithm. The proposed mechanism is called FARED (Fuzzy Adaptive RED). The main objective of the FARED is to control the average queue size (avg) near a target point. By using a single-input single-output FUZZY LOGIC controller, when the avg is less than the target, the maxp parameter of RED is decreased which decreases the drop rate. On the other hand, when avg is greater than the target point, the maxp (the upper bound on the marking probability) is increased which increases the drop rate. To evaluate the performance of the FARED, by using the computer simulation, several trials were performed. All simulation results show that the FARED has better performance than traditional RED and Adaptive RED (ARED) mechanisms.

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APA: Copy

YAGHMAEI, M.H., & MASOUDIFAR, M.. (2005). THE FUZZY ADAPTIVE RED. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH), 16(1), 111-120. SID. https://sid.ir/paper/530999/en

Vancouver: Copy

YAGHMAEI M.H., MASOUDIFAR M.. THE FUZZY ADAPTIVE RED. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH)[Internet]. 2005;16(1):111-120. Available from: https://sid.ir/paper/530999/en

IEEE: Copy

M.H. YAGHMAEI, and M. MASOUDIFAR, “THE FUZZY ADAPTIVE RED,” INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH), vol. 16, no. 1, pp. 111–120, 2005, [Online]. Available: https://sid.ir/paper/530999/en

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