Title :
A dynamic bandwidth guaranteed routing using heuristic search for clustered topology
Author :
Kandavanam, G. ; Botvich, D. ; Balasubramaniam, S. ; Suganthan, P.N. ; Tasgetiren, M.F.
Author_Institution :
Telecommun. Software & Syst. Group, Waterford Inst. of Technol., Waterford
Abstract :
The increased popularity of the Internet in recent years, has witnessed an upsurge in the number of traffic types (e.g. Multimedia). This has led to dynamic traffic behaviour that has to be efficiently managed by the Internet service providers (ISPs) in coordination with the underlying carrier network. In this paper, we propose a genetic algorithm based routing solution for carrier networks that efficiently supports multiple ISP´s dynamic traffic demands. The solution is based on the genetic algorithm-local search hybrid (GA-LS) algorithm that is executed on a clustered network topology. Performance evaluations have also been presented to demonstrate comparisons with existing evolutionary algorithms.
Keywords :
Internet; genetic algorithms; search problems; telecommunication network routing; telecommunication network topology; telecommunication traffic; ISP traffic; Internet service provider; cluster network topology; dynamic bandwidth guaranteed routing scheme; genetic algorithm; local search hybrid algorithm; Bandwidth; Clustering algorithms; Dynamic programming; Genetic algorithms; Network topology; Routing; Service oriented architecture; Telecommunication traffic; Traffic control; Web and internet services;
Conference_Titel :
Advanced Networks and Telecommunication Systems, 2008. ANTS '08. 2nd International Symposium on
Conference_Location :
Mumbai
Print_ISBN :
978-1-4244-3600-2
Electronic_ISBN :
978-1-4244-3601-9
DOI :
10.1109/ANTS.2008.4937798