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Correlation Based Optimization of Random Early Detection

Vaidya, Rahul and Shalabh, Bhatnagar (2004) Correlation Based Optimization of Random Early Detection. In: IEEE INDICON 2004 First India Annual Conference 2004, 20-22 December, Kharagpur, pp. 47-51.

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Abstract

The performance of random early detection (RED) algorithm is known to be highly sensitive to network conditions and RED parameter settings. Under non-optimal settings the performance of RED tends to that of traditional tail-drop gateways. A black box parameter optimization scheme, with direct measurement of loss function, is proposed. We present a correlation based (CB) optimization algorithm, suitable for optimizing the RED parameters online. Network simulations are carried out to validate our approach. Simulation experiments show significant improvement in the performance of routers with negligible computational overhead.

Item Type: Conference Paper
Additional Information: ©1990 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
Date Deposited: 25 Aug 2008
Last Modified: 19 Sep 2010 04:32
URI: http://eprints.iisc.ernet.in/id/eprint/8965

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