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Journal of Optical Communications and Networking

Journal of Optical Communications and Networking

  • Editors: K. Bergman and V. Chan
  • Vol. 2, Iss. 8 — Aug. 1, 2010
  • pp: 502–514

Clustering Methods for Hierarchical Traffic Grooming in Large-Scale Mesh WDM Networks

Bensong Chen, George N. Rouskas, and Rudra Dutta  »View Author Affiliations


Journal of Optical Communications and Networking, Vol. 2, Issue 8, pp. 502-514 (2010)
http://dx.doi.org/10.1364/JOCN.2.000502


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Abstract

We consider a hierarchical approach for traffic grooming in large multiwavelength networks of a general topology. Inspired by similar concepts in the airline industry, we decompose the network into clusters, and select a hub node in each cluster to groom traffic originating and terminating locally. At the second level of the hierarchy, the hub nodes form a virtual cluster for the purpose of grooming intra-cluster traffic. Clustering and hierarchical grooming enables us to cope with large network sizes and facilitates the control and management of traffic and network resources. Yet, determining the size and composition of clusters so as to yield good grooming solutions is a challenging task. We identify the grooming-specific factors affecting the selection of clusters, and we develop a parameterized clustering algorithm that can achieve a desired trade-off among various goals. We also obtain lower bounds on two important objectives in traffic grooming: the number of lightpaths and wavelengths needed to carry the subwavelength traffic. We demonstrate the effectiveness of clustering and hierarchical grooming by presenting the results of experiments on two network topologies that are substantially larger than those considered in previous traffic grooming studies.

© 2010 Optical Society of America

OCIS Codes
(060.1155) Fiber optics and optical communications : All-optical networks
(060.4251) Fiber optics and optical communications : Networks, assignment and routing algorithms
(060.4254) Fiber optics and optical communications : Networks, combinatorial network design
(060.4256) Fiber optics and optical communications : Networks, network optimization
(060.4264) Fiber optics and optical communications : Networks, wavelength assignment

ToC Category:
Research Papers

History
Original Manuscript: January 21, 2010
Manuscript Accepted: April 2, 2010
Published: July 9, 2010

Citation
Bensong Chen, George N. Rouskas, and Rudra Dutta, "Clustering Methods for Hierarchical Traffic Grooming in Large-Scale Mesh WDM Networks," J. Opt. Commun. Netw. 2, 502-514 (2010)
http://www.opticsinfobase.org/jocn/abstract.cfm?URI=jocn-2-8-502


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