A Fuzzy Logic Buffer Management Algorithm


The KIPS Transactions:PartC, Vol. 12, No. 2, pp. 229-234, Apr. 2005
10.3745/KIPSTC.2005.12.2.229,   PDF Download:

Abstract

We propose a fuzzy logic-based buffer management algorithm to improve internet traffic over ATM-GFR service. The proposed algorithm employs the strategies of early congestion detection and selective packet discard to achieve its design goals. A key feature of proposed algorithm is its ability to accept or drop a new incoming packet dynamically based on buffer condition and load rate of VCs. This is achieved by using fuzzy logic controller for the production of a drop factor. Simulation results show that proposed scheme significantly has improved fairness and TCP throughput compared with previous schemes.


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Cite this article
[IEEE Style]
K. W. Kim and S. H. Bae, "A Fuzzy Logic Buffer Management Algorithm," The KIPS Transactions:PartC, vol. 12, no. 2, pp. 229-234, 2005. DOI: 10.3745/KIPSTC.2005.12.2.229.

[ACM Style]
Kwan Woong Kim and Sung Hwan Bae. 2005. A Fuzzy Logic Buffer Management Algorithm. The KIPS Transactions:PartC, 12, 2, (2005), 229-234. DOI: 10.3745/KIPSTC.2005.12.2.229.