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Genetic Algorithm Based Solution for Large-Scale Topology Mapping

  • Nada OsmanEmail author
  • Mustafa ElNainay
  • Moustafa Youssef
Conference paper
  • 38 Downloads
Part of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering book series (LNICST, volume 309)

Abstract

Simulating large-scale network experiments requires powerful physical resources. However, partitioning could be used to reduce the required power of the resources and to reduce the simulation time. Topology mapping is a partitioning technique that maps the simulated nodes to different physical nodes based on a set of conditions. In this paper, genetic algorithm-based mapping is proposed to solve the topology mapping problem. The obtained results prove a high reduction in simulation time, in addition to high utilization of the used resources (The number of used resources is minimum).

Keywords

Network simulation Topology mapping Testbeds Genetic algorithm 

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Copyright information

© ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2020

Authors and Affiliations

  • Nada Osman
    • 1
    Email author
  • Mustafa ElNainay
    • 1
    • 2
  • Moustafa Youssef
    • 1
  1. 1.Department of Computer and Systems EngineeringAlexandria UniversityAlexandriaEgypt
  2. 2.Islamic University of MadinahMedinaSaudi Arabia

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