Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/28599
Title: Application of soft computing techniques to adaptive user buffer overflow control on the internet
Authors: Lin, WWK
Wong, AKY
Dillon, TS
Keywords: Active queue management (AQM)
Buffer over-flow control
Dynamic buffer tuning
Fuzzy logic controller (FLC)
Internet
Neural network controller (NNC)
Proportional-integral derivative controller (PIDC)
Safety margin Δ
{0, Δ}2 objective function
Issue Date: 2006
Publisher: Institute of Electrical and Electronics Engineers
Source: IEEE transactions on systems, man, and cybernetics. Part C, Applications and reviews, 2006, v. 36, no. 3, p. 397-410 How to cite?
Journal: IEEE transactions on systems, man, and cybernetics. Part C, Applications and reviews 
Abstract: Two novel expert dynamic buffer tuners/controllers, namely, the neural network controller (NNC) and the fuzzy logic controller (FLC) are proposed in this paper. They use soft computing techniques to eliminate buffer overflow at the user/server level. As a result they help shorten the end-to-end service roundtrip time (RTT) of the logical Internet transmission control protocol (TCP) channels. The tuners achieve their goal by maintaining the given safety margin Δ around the reference point of the {0, Δ}2 objective function. Overflow prevention at the Internet system level, which includes the logical channels and their underlying activities, cannot shorten the service RTT alone. In reality, unpredictable incoming request rates and/or traffic patterns could still cause user-level overflow. The client/server interaction over a logical channel is usually an asymmetric rendezvous, with one server serving many clients. A sudden influx of simultaneous requests from these clients easily inundates the server's buffer, causing overflow. If this occurs only after the system has employed expensive throttling and overflow management resources, the delayed overflow rectification could lead to serious consequences. Therefore, it makes sense to deploy an independent user-level overflow control mechanism to complement the preventative effort by the system. Together they form a unified solution to effectively stifle channel buffer overflow.
URI: http://hdl.handle.net/10397/28599
ISSN: 1094-6977
DOI: 10.1109/TSMCC.2004.843191
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