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An Improvised Ensemble Mechanism for Improving Bandwidth in Optical Network


Affiliations
1 Department of Computer Science and Engineering, Rajalakshmi Institute of Technology, India
2 Accenture Solutions Pvt Ltd, Chennai, India, India
3 Department of Computer Science and Engineering, Rajalakshmi Institute of Technology,, India
     

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An integer linear programming (ILP) model was developed with the intention of reducing the quantity of network spectrum resources while maintaining spectrum contiguity and spectrum continuity restrictions. The techniques that were just outlined have the goal of decreasing the amount of bandwidth that is used by a network; however, they do not consider the issue of spectrum fragmentation. As a result of this, many authors have zeroed in on the issue of spectrum fragmentation and presented a wide range of potential remedies. By separating a single request into many more manageable sub-requests, the Ensemble algorithm makes it less likely that a connection would be denied. However, to process the request, this will necessitate an increase in the number of guard bands and transponders that are used. This will come at a cost. EONs proposed a novel approach to the spectrum's compactness that they developed (SCS). Even though deciding on a compactness threshold can significantly cut down on the amount of spectral fragmentation that takes place, doing so is notoriously difficult for a number of different reasons.

Keywords

Spectrum Scheme, Ensemble Algorithm, Spectrum, Bandwidth
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  • X. Zhou and D.V. Plant, “On the Capacity Improvement Achieved by Bandwidth-Variable Transceivers in Meshed Optical Networks with Cascaded ROADMs”, Optics Express, Vol. 25, No. 5, pp. 4773-4782, 2017.
  • H.S. Abbas and M.A. Gregory, “The Next Generation of Passive Optical Networks: A Review”, Journal of Network and Computer Applications, Vol. 67, pp. 53-74, 2016.
  • V. Kumar and E.J. Schwabe, “Improved Access to Optical Bandwidth in Trees”, Computer Networks, Vol. 97, pp. 437-444, 1997.
  • M. Rajalakshmi, V. Saravanan and C. Karthik, “Machine Learning for Modeling and Control of Industrial Clarifier Process”, Intelligent Automation and Soft Computing, Vol. 32, No. 1, pp. 339-359, 2022.
  • Y.H. Robinson, V. Saravanan and P.E. Darney, “Enhanced Energy Proficient Encoding Algorithm for Reducing Medium Time in Wireless Networks”, Wireless Personal Communications, Vol. 119, No. 4, pp. 3569-3588, 2021.
  • X. Zhou and D.V. Plant, “Bandwidth Variable Transceivers with Artificial Neural Network-Aided Provisioning and Capacity Improvement Capabilities in Meshed Optical Networks with Cascaded ROADM Filtering”, Optics Communications, Vol. 409, pp. 23-33, 2018.
  • T. Thangappan, A. Suvarnamma and G.S. Swapna, “Review on Dynamic Bandwidth Allocation of GPON and EPON”, Journal of Electronic Science and Technology, Vol. 18, No. 4, pp. 100044-100054, 2020.
  • X. Bai, A. Shami and C. Assi, “On the Fairness of Dynamic Bandwidth Allocation Schemes in Ethernet Passive Optical Networks”, Computer Communications, Vol. 29, No. 11, pp. 2123-2135, 2006.
  • M. Matinmikko, P. Ahokangas and M. Mustonen, “Bandwidth Sharing using Licensed Shared Access: The Concept and its Workflow for LTE-Advanced Networks”, IEEE Wireless Communications, Vol. 21, No. 2, pp. 72-79, 2014.
  • E. Hossain, D. Niyato, and Z. Han, “Dynamic Bandwidth Access in Cognitive Radio Networks”, Cambridge University Press, 2009.
  • N. Tasneem and M. Hossen, “Traffic Localization-Based Dynamic Bandwidth Allocation Algorithm for Improvement of QoS in Peer-to-Peer Architecture of Passive Optical Networks”, Optical Fiber Technology, Vol. 67, pp. 102722-102743, 2021.

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  • An Improvised Ensemble Mechanism for Improving Bandwidth in Optical Network

Abstract Views: 114  |  PDF Views: 1

Authors

V. Anjana Devi
Department of Computer Science and Engineering, Rajalakshmi Institute of Technology, India
Rama krishna Tummala
Accenture Solutions Pvt Ltd, Chennai, India, India
E. Bhuvaneswari
Department of Computer Science and Engineering, Rajalakshmi Institute of Technology, India
N. Kanagavalli
Department of Computer Science and Engineering, Rajalakshmi Institute of Technology,, India

Abstract


An integer linear programming (ILP) model was developed with the intention of reducing the quantity of network spectrum resources while maintaining spectrum contiguity and spectrum continuity restrictions. The techniques that were just outlined have the goal of decreasing the amount of bandwidth that is used by a network; however, they do not consider the issue of spectrum fragmentation. As a result of this, many authors have zeroed in on the issue of spectrum fragmentation and presented a wide range of potential remedies. By separating a single request into many more manageable sub-requests, the Ensemble algorithm makes it less likely that a connection would be denied. However, to process the request, this will necessitate an increase in the number of guard bands and transponders that are used. This will come at a cost. EONs proposed a novel approach to the spectrum's compactness that they developed (SCS). Even though deciding on a compactness threshold can significantly cut down on the amount of spectral fragmentation that takes place, doing so is notoriously difficult for a number of different reasons.

Keywords


Spectrum Scheme, Ensemble Algorithm, Spectrum, Bandwidth

References