A new QoS routing approach for multimedia applications based on genetic algorithms Export

@inproceedings{citeulike:4254761, abstract = {In order to support multimedia communication over high speed networks, it is necessary to develop routing algorithms which use for routing more than one QoS parameter. This is because new services such as video on demand and remote meeting systems require better QoS. However, the problem of QoS routing is difficult and to find a feasible route with two independent path constraints is NP-complete. Therefore, QoS routing algorithms for high speed networks must be adaptive, flexible, and intelligent for efficient network management. In a previous work, we proposed a genetic algorithm (GA) based routing method. This method used only the delay time as a routing parameter. In this paper we improve the previous work in three aspects. The new QoS routing method uses two QoS parameters for routing. We implemented a new tree generating algorithm which generates and reduces the tree automatically. Furthermore, we carried out the simulations for different kinds of networks. The simulation results show that the proposed method has a better performance than a conventional GA based routing algorithm.}, author = {Barolli, L. and Koyama, A. and Sawada, H. and Suganuma, T. and Shiratori, N.}, booktitle = {Cyber Worlds, 2002. Proceedings. First International Symposium on}, citeulike-article-id = {4254761}, citeulike-linkout-0 = {http://dx.doi.org/10.1109/CW.2002.1180892}, citeulike-linkout-1 = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1180892}, doi = {10.1109/CW.2002.1180892}, journal = {Cyber Worlds, 2002. Proceedings. First International Symposium on}, keywords = {algoirhtms, applications, genetic, multimedia}, pages = {289--295}, posted-at = {2009-04-02 01:39:37}, priority = {0}, title = {A new QoS routing approach for multimedia applications based on genetic algorithms}, url = {http://dx.doi.org/10.1109/CW.2002.1180892}, year = {2002} }

TY - CONF ID - citeulike:4254761 L3 - citeulike-article-id:4254761 N2 - In order to support multimedia communication over high speed networks, it is necessary to develop routing algorithms which use for routing more than one QoS parameter. This is because new services such as video on demand and remote meeting systems require better QoS. However, the problem of QoS routing is difficult and to find a feasible route with two independent path constraints is NP-complete. Therefore, QoS routing algorithms for high speed networks must be adaptive, flexible, and intelligent for efficient network management. In a previous work, we proposed a genetic algorithm (GA) based routing method. This method used only the delay time as a routing parameter. In this paper we improve the previous work in three aspects. The new QoS routing method uses two QoS parameters for routing. We implemented a new tree generating algorithm which generates and reduces the tree automatically. Furthermore, we carried out the simulations for different kinds of networks. The simulation results show that the proposed method has a better performance than a conventional GA based routing algorithm. JF - Cyber Worlds, 2002. Proceedings. First International Symposium on EP - 295 TI - A new QoS routing approach for multimedia applications based on genetic algorithms T2 - Cyber Worlds, 2002. Proceedings. First International Symposium on SP - 289 KW - algoirhtms KW - applications KW - genetic KW - multimedia AU - Barolli, L AU - Koyama, A AU - Sawada, H AU - Suganuma, T AU - Shiratori, N PY - 2002/// UR - http://dx.doi.org/10.1109/CW.2002.1180892 ER -