• DocumentCode
    1651368
  • Title

    Optimising multiple aspects of network survivability

  • Author

    Pullan, W.

  • Author_Institution
    Sch. of Inf. Technol., Griffith Univ., Gold Coast, Qld., Australia
  • Volume
    1
  • fYear
    2002
  • Firstpage
    115
  • Lastpage
    120
  • Abstract
    It is generally accepted that survivable networks tend to consist of network elements (nodes and links) where no individual element is significantly more important than any other element. Using a traffic based network survivability metric Si, which quantifies the impact of removing network element i from a network of N elements, this paper investigates the modification of link capacities to simultaneously maximise average network survivability (1/NΣi=1N Si) and minimise the variability of Si (var(Si)). For some networks there appears to be an unique optimal set of link capacities however, for others, a number of possible optima exist. For these networks a Pareto-optimal set was generated so that a decision could be made on which link enhancements should be performed. The change in optima as a consequence of changes in the budget for link enhancements and also in changes in the required network traffic load were also investigated
  • Keywords
    Pareto distribution; computer network reliability; optimisation; Pareto-optimal set; link capacities; multiple aspects optimisation; network elements; network survivability; traffic based network survivability metric; Australia; Degradation; Genetic algorithms; Gold; Information technology; Optimization methods; Pareto optimization; Performance evaluation; Telecommunication traffic; Thumb;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    0-7803-7282-4
  • Type

    conf

  • DOI
    10.1109/CEC.2002.1006219
  • Filename
    1006219