Genetic algorithm for delay- and degree-constrained multimedia broadcasting on overlay networks

作者: Sheng-Yuan Tseng , Yueh-Min Huang , Chang-Chun Lin

DOI: 10.1016/J.COMCOM.2006.06.003

关键词:

摘要: Heterogeneous ISP router policies prevent QoS multimedia applications requiring IP layer multicasting, such as real-time media streaming, video conferencing and distance learning, from wide deployment on the Internet. Therefore recent studies have implemented by application multicasting through organizing multicast group in a peer-to-peer overlay network. requirements limit transmission time number of receivers to which each node can transmit. Such communication scheme an network be regarded degree- delay-constrained minimum-cost broadcasting problem, appears NP-complete. This study proposes novel genetic algorithm for resolving this difficult problem and, then, compares it with some state-of-the-art methods. Simulation results series problems demonstrate efficiency effectiveness proposed algorithm.

参考文章(30)
Yan-Li Feng, Zhen-Wei Yu, Yun Pan, Heuristic genetic algorithm for degree-constrained multicast routing problem international conference on machine learning and cybernetics. ,vol. 4, pp. 2448- 2452 ,(2004) , 10.1109/ICMLC.2004.1382214
Yu Li, An Effective Implementation of a Direct Spanning Tree Representation in GAs evoworkshops on applications of evolutionary computing. pp. 11- 19 ,(2001) , 10.1007/3-540-45365-2_2
Jen-Wen Ding, Sheng-Yuan Tseng, Yueh-Min Huang, Packet Permutation: A Robust Transmission Technique for Continuous Media Streaming Over the Internet Multimedia Tools and Applications. ,vol. 21, pp. 281- 305 ,(2003) , 10.1023/A:1025727002272
Eric A. Brewer, Yatin Dilip Chawathe, Scattercast: an architecture for internet broadcast distribution as an infrastructure service University of California, Berkeley. ,(2000)
Liu Ying, Wu Jianping, A genetic algorithm for the degree-constrained multicasting problem international conference on communications. pp. 315- 319 ,(2002) , 10.1109/HSNMC.2002.1032598
Subhash C. Narula, Cesar A. Ho, Degree-constrained minimum spanning tree Computers & Operations Research. ,vol. 7, pp. 239- 249 ,(1980) , 10.1016/0305-0548(80)90022-2
R. C. Prim, Shortest Connection Networks And Some Generalizations Bell System Technical Journal. ,vol. 36, pp. 1389- 1401 ,(1957) , 10.1002/J.1538-7305.1957.TB01515.X
Charles C. Palmer, Aaron Kershenbaum, An approach to a problem in network design using genetic algorithms Networks. ,vol. 26, pp. 151- 163 ,(1994) , 10.1002/NET.3230260305
R Sriram, G Manimaran, C.Siva Ram Murthy, Algorithms for delay-constrained low-cost multicast tree construction Computer Communications. ,vol. 21, pp. 1693- 1706 ,(1998) , 10.1016/S0140-3664(98)00208-4
Wang Zhengying, Shi Bingxin, Zhao Erdun, Bandwidth-delay-constrained least-cost multicast routing based on heuristic genetic algorithm Computer Communications. ,vol. 24, pp. 685- 692 ,(2001) , 10.1016/S0140-3664(00)00273-5