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
Link To Document :
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