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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Vol. 39, Iss. 5 — Feb. 10, 2000
  • pp: 788–795

Optoelectronic Neural-Network Scheduler for Packet Switches

Roderick P. Webb, Andrew J. Waddie, Keith J. Symington, Mohammed R. Taghizadeh, and John F. Snowdon  »View Author Affiliations


Applied Optics, Vol. 39, Issue 5, pp. 788-795 (2000)
http://dx.doi.org/10.1364/AO.39.000788


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Abstract

A novel, to our knowledge, type of packet scheduler that could significantly outperform current state-of-the-art schedulers is presented. The operation and the design of such a scheduler are discussed, and a fully operational experimental implementation is described. The scheduler uses a neural network in a winner-take-all strategy to optimize decisions on the throughput of both a crossbar and a banyan switching fabric. The problems of high interconnection density are solved by use of a free-space optical interconnect that exploits diffractive optical techniques to generate the required interconnection patterns and weights.

© 2000 Optical Society of America

OCIS Codes
(050.1970) Diffraction and gratings : Diffractive optics
(200.4650) Optics in computing : Optical interconnects
(200.4700) Optics in computing : Optical neural systems

Citation
Roderick P. Webb, Andrew J. Waddie, Keith J. Symington, Mohammed R. Taghizadeh, and John F. Snowdon, "Optoelectronic Neural-Network Scheduler for Packet Switches," Appl. Opt. 39, 788-795 (2000)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-39-5-788

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