Title :
A Nature-Inspired QoS Routing Algorithm for Next Generation Networks
Author :
Lee, Heesang ; Choi, Gyuwoong ; Kim, Hyunjoon ; Lee, Kyuhong
Author_Institution :
Sungkyunkwan Univ., Seoul
Abstract :
Next generation networks should support voice or data, wired or wireless, telecommunication or broadcasting services by using quality guaranteed technology. In this paper, we suggest a nature-inspired framework and a related routing algorithm that satisfies each requirement for a quality of service of each service. In this algorithm artificial agents establish best routes for each communication service while network-wide resources are efficiently used. Our agents monitor traffic of paths in a given network and decide routes for the paths not using direct communications but an indirect stigmergy. We use agents´ pheromone to monitor and record the network status to avoid traffic delay and loss for each class of the service. We analyze the performance of proposed framework and related routing algorithms through simulations. We can conclude that our nature-inspired mechanism and its algorithms show some promising performance for the next generation networks.
Keywords :
quality of service; software agents; telecommunication network routing; artificial agents; nature inspired QoS routing algorithm; next generation networks; Algorithm design and analysis; Broadcast technology; Broadcasting; Monitoring; Next generation networking; Performance analysis; Quality of service; Routing; Telecommunication traffic; Traffic control; AntNet; Nature-inspired mechanism; QoS routing;
Conference_Titel :
Autonomic and Autonomous Systems, 2008. ICAS 2008. Fourth International Conference on
Conference_Location :
Gosier
Print_ISBN :
0-7695-3093-1
DOI :
10.1109/ICAS.2008.20