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
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