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QoS-Driven Multicast Tree Generation Using Genetic Algorithm

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Advanced Parallel Processing Technologies (APPT 2003)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2834))

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Abstract

A QoS-driven multicast tree generation algorithm is discussed by considering QoS (Quality of Service) requirements and network resource constraints in multimedia group communication. Inspired by the successful application of optimization computing methods-GA (Genetic Algorithm) in other combinatorial optimization problems, an algorithm is proposed, which constructs a QoS-driven multicast routing tree based on genetic algorithm. By simulation research, some application parameters of the algorithm are given; meanwhile, the feasibility, effectiveness and robustness of the algorithm are also proved.

This work was supported by the National Natural Science Foundation of China under Grant No.60003006 (jointly supported by Bell labs) and No.70101006; the National High-Tech Research and Development Plan of China under Grant No.2001AA121064; the Modern Distance Education Key Technology and Supporting Service System Program of Ministry of Education of China; the Foundation of Shenyang Science and Technology Committee.

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References

  1. Wang, B., Hou, C.J.: A Survey on Multicast Routing and Its QoS Extensions: Problems, Algorithms, and Protocols. IEEE Network Magazine 14(1), 22–36 (2000)

    Article  Google Scholar 

  2. Wittmann, R., Zitterbart, M.: Multicast Communication: Protocols, Programming, and Applications, 1st edn. Morgan Kaufman, San Francisco (2000)

    Google Scholar 

  3. Chockler, G.V., Keidar, I.: Group Communication Specifications: A Comprehensive Study. ACM Computing Surveys 33(4), 1–43 (2001)

    Article  Google Scholar 

  4. Wang, X.W.: Research on QoS Management and Group Communication Mechanisms in Distributed Multimedia System, PhD thesis, Northeastern University, China, 115– 119, (1998) (in Chinese)

    Google Scholar 

  5. Hwang, F.K., Richards, D.S.: Steiner Tree Problems. Networks 22(1), 55–89 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  6. Gen, M., Cheng, R.W.: Genetic Algorithms and Engineering Design, 1st edn. John Wiley & Sons Inc., New York (1997)

    Google Scholar 

  7. Wang, X.W., Cai, G.Q., Liu, J.R.: A Quality-of-Service-Based Routing Algorithm for Point-to-Point Multimedia Communication. In: Proceedings of WCC 2000, Beijing, China, vol. 2, pp. 1613–1616 (2002)

    Google Scholar 

  8. Wang, X.W., Huang, M., Liu, J.R.: Research on Quality of Service Based Destination Node Joining and Leaving Algorithms for Multimedia Group Communication. Chinese Journal of Computers 24(8), 838–844 (2001) (in Chinese)

    Google Scholar 

  9. Saha, D., Purkayastha, M.D.: An Approach to Wide Area WDM Optical Network Design Using Genetic Algorithm. Computer Communications 22(2), 156–172 (1999)

    Article  Google Scholar 

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© 2003 Springer-Verlag Berlin Heidelberg

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Wang, X., Cheng, H., Cao, J., Wang, Z., Huang, M. (2003). QoS-Driven Multicast Tree Generation Using Genetic Algorithm. In: Zhou, X., Xu, M., Jähnichen, S., Cao, J. (eds) Advanced Parallel Processing Technologies. APPT 2003. Lecture Notes in Computer Science, vol 2834. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39425-9_48

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  • DOI: https://doi.org/10.1007/978-3-540-39425-9_48

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20054-3

  • Online ISBN: 978-3-540-39425-9

  • eBook Packages: Springer Book Archive

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