DocumentCode
3569722
Title
A fuzzy dynamic bandwidth re-allocator
Author
Slonowsky, Dean ; Jiang, Qingshan ; Srinivasan, Raj
Author_Institution
Dept. of Stat., Manitoba Univ., Winnipeg, Man., Canada
Volume
2
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
815
Abstract
A high-speed network typically assigns each admitted connection a fixed bandwidth, somewhere between its mean and peak transmission rate. As an alternative, we develop a novel scheme for re-assigning network resources periodically on the basis of current network conditions. Our algorithm, which employs the theory of fuzzy logic control, is computationally efficient, making frequent bandwidth re-allocations over relatively small time intervals feasible. In situations where traffic intensities change drastically over short time intervals, our algorithm, tested against both static and non-fuzzy bandwidth re-allocation schemes, significantly lowers data loss while increasing network efficiency.
Keywords
fuzzy control; resource allocation; telecommunication control; telecommunication networks; telecommunication traffic; bandwidth allocation; data loss; dynamic bandwidth re-allocator; fuzzy logic control; network conditions; network efficiency; network resource assignment; Bandwidth; Communication system traffic control; Data mining; Distributed Bragg reflectors; Fuzzy logic; High-speed networks; Mathematics; Mining industry; Statistics; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 2002. IEEE CCECE 2002. Canadian Conference on
ISSN
0840-7789
Print_ISBN
0-7803-7514-9
Type
conf
DOI
10.1109/CCECE.2002.1013047
Filename
1013047
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