Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches

All-optical shared fiber-delay-line (FDL) packet switches have been studied intensively in the literature and with the literature, many scheduling genetic algorithms have been proposed. However, these genetic algorithms suffer from not being able to provide a delay bound, or require complex timing...

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Main Authors: Liew, S.Y., Wong, E.S.K.
Format: Article
Published: Canadian Center of Science and Education (CCSE) 2009
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Online Access:http://eprints.um.edu.my/13044/
http://www.ccsenet.org/journal/index.php/jmr/article/view/3769
http://dx.doi.org/10.5539/jmr.v1n2p109
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spelling my.um.eprints.130442015-03-16T02:33:30Z http://eprints.um.edu.my/13044/ Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches Liew, S.Y. Wong, E.S.K. HF Commerce All-optical shared fiber-delay-line (FDL) packet switches have been studied intensively in the literature and with the literature, many scheduling genetic algorithms have been proposed. However, these genetic algorithms suffer from not being able to provide a delay bound, or require complex timing methods to compute scheduling assignments. In this paper, we propose two fast scheduling algorithms for all-optical shared-FDL packet switches. In the first algorithm, packet scheduling is formulated as a tree-searching problem. This is accomplished by breaking down the search tree into multiple smaller subsets and assigning each subset to a parallel processor. By using this method, scheduling solutions can be obtained in a shorter time. Although this approach is superior to other algorithms, its overall complexity and processing overheads are still too high to warrant its day to day use. In the second algorithm, the search tree is carefully trimmed down in order to reduce complexity and overheads. The conclusion will consider a 32 × 32 switch with 32 FDLs, and assume a processor clock rate of 200MHz for schedulers. With this new and second algorithm, a scheduling assignment can be calculated for a given packet in 30ns if 8 parallel processors are employed and we show by simulation that both algorithms can achieve a loss rate of ? 10?7 even at load 0.9, where the average delay is 11.5 timeslots. Canadian Center of Science and Education (CCSE) 2009-09 Article PeerReviewed Liew, S.Y. and Wong, E.S.K. (2009) Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches. Journal of Mathematics Research, 1 (2). pp. 109-118. ISSN 1916-9795 http://www.ccsenet.org/journal/index.php/jmr/article/view/3769 http://dx.doi.org/10.5539/jmr.v1n2p109
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic HF Commerce
spellingShingle HF Commerce
Liew, S.Y.
Wong, E.S.K.
Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches
description All-optical shared fiber-delay-line (FDL) packet switches have been studied intensively in the literature and with the literature, many scheduling genetic algorithms have been proposed. However, these genetic algorithms suffer from not being able to provide a delay bound, or require complex timing methods to compute scheduling assignments. In this paper, we propose two fast scheduling algorithms for all-optical shared-FDL packet switches. In the first algorithm, packet scheduling is formulated as a tree-searching problem. This is accomplished by breaking down the search tree into multiple smaller subsets and assigning each subset to a parallel processor. By using this method, scheduling solutions can be obtained in a shorter time. Although this approach is superior to other algorithms, its overall complexity and processing overheads are still too high to warrant its day to day use. In the second algorithm, the search tree is carefully trimmed down in order to reduce complexity and overheads. The conclusion will consider a 32 × 32 switch with 32 FDLs, and assume a processor clock rate of 200MHz for schedulers. With this new and second algorithm, a scheduling assignment can be calculated for a given packet in 30ns if 8 parallel processors are employed and we show by simulation that both algorithms can achieve a loss rate of ? 10?7 even at load 0.9, where the average delay is 11.5 timeslots.
format Article
author Liew, S.Y.
Wong, E.S.K.
author_facet Liew, S.Y.
Wong, E.S.K.
author_sort Liew, S.Y.
title Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches
title_short Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches
title_full Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches
title_fullStr Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches
title_full_unstemmed Accounting Information Systems Genetic Algorithms for All-Optical Shared Fiber-Delay-Line Packet Switches
title_sort accounting information systems genetic algorithms for all-optical shared fiber-delay-line packet switches
publisher Canadian Center of Science and Education (CCSE)
publishDate 2009
url http://eprints.um.edu.my/13044/
http://www.ccsenet.org/journal/index.php/jmr/article/view/3769
http://dx.doi.org/10.5539/jmr.v1n2p109
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score 13.211869