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International Conference on Advances in Computing and Data Sciences

ICACDS 2018: Advances in Computing and Data Sciences pp 197–204Cite as

Investigations of Optimized Optical Network Performance Under Different Traffic Models

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 906))

Abstract

Network planning for existing as well as future high-speed networks is important for extracting best performance of networks. Network planning requires reliable traffic model which can serve constant as well as variable ingress traffic. In this paper, network performance is investigated with uniform and population-distance traffic models. Open Shortest Path First (OSPF) protocol is used for routing and link weight determination is a crucial task for this routing. Link weights in networks of different densities are optimized with an objective of minimizing network congestion. Ant Colony Optimization (ACO), Genetic Algorithm (GA) and Simulated Annealing (SAN) optimization techniques are applied to examine link weights of National Science Foundation NETwork (NSFNET) and standard COST 239 networks. The novelty of the work lies in investigations of network performance with different optimization techniques, traffic models and density. The outcome of this work can assist in optimizing overall network planning. Maximum latency and congestion of both networks are compared for each optimization and traffic model. It is observed that population-distance traffic modeling has reduced network congestion for both the networks but this traffic model has increased maximum latency of NSFNET. Performance of COST 239 network which is denser than NSFNET, has improved with population-distance traffic model w.r.t. congestion and latency.

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Author information

Authors and Affiliations

  1. ECE Department, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonepat, Haryana, 131027, India

    Himanshi Saini & Amit Kumar Garg

Authors
  1. Himanshi Saini
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  2. Amit Kumar Garg
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Corresponding author

Correspondence to Himanshi Saini .

Editor information

Editors and Affiliations

  1. University of KwaZulu-Natal, Durban, South Africa

    Mayank Singh

  2. Jaypee University of Information Technology, Solan, India

    P. K. Gupta

  3. Jaypee University of Engineering and Technology, Guna, Madhya Pradesh, India

    Vipin Tyagi

  4. Institute of Information Theory and Automation, Prague 8, Czech Republic

    Jan Flusser

  5. University of Ottawa, Ottawa, Canada

    Tuncer Ören

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© 2018 Springer Nature Singapore Pte Ltd.

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Saini, H., Garg, A.K. (2018). Investigations of Optimized Optical Network Performance Under Different Traffic Models. In: Singh, M., Gupta, P., Tyagi, V., Flusser, J., Ören, T. (eds) Advances in Computing and Data Sciences. ICACDS 2018. Communications in Computer and Information Science, vol 906. Springer, Singapore. https://doi.org/10.1007/978-981-13-1813-9_20

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  • DOI: https://doi.org/10.1007/978-981-13-1813-9_20

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-13-1812-2

  • Online ISBN: 978-981-13-1813-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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