• DocumentCode
    2328691
  • Title

    NGL01-4: A Hybrid GRASP with Data Mining for Efficient Server Replication for Reliable Multicast

  • Author

    Santos, L.F. ; Milagres, R. ; Albuquerque, C.V. ; Martins, S. ; Plastino, A.

  • Author_Institution
    Inst. de Comput., Univ. Fed. Fluminense, Niteroi
  • fYear
    2006
  • fDate
    Nov. 27 2006-Dec. 1 2006
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Multicast communication is a topic of intense study by the network research community. The IP Multicast service of the network layer doesn´t provide the desired reliability to some multicast applications, and the interest towards approaches to reliable multicast communication has increased. In this work, we focus on the Server Replication method, wherein the data are replicated over a subset of the multicast-capable relaying hosts and retransmission requests from receivers are handled by the nearest Replicated Server. The problem of selecting the best subset of the multicast-capable relaying hosts to replicate the data is NP-Hard. We propose a hybrid metaheuristic to find near optimal solutions for this problem. This proposal is based on a hybrid version of the GRASP metaheuristic that incorporates data mining techniques. Experimental results show that our technique outperforms existing approaches.
  • Keywords
    IP networks; data mining; greedy algorithms; multicast communication; randomised algorithms; search problems; telecommunication computing; telecommunication network reliability; IP multicast service; data mining; hybrid GRASP metaheuristic; reliable multicast communication; server replication method; Cost function; Data mining; Multicast communication; Multicast protocols; NP-hard problem; Network servers; Relays; Telecommunication network reliability; Transport protocols; Unicast;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2006. GLOBECOM '06. IEEE
  • Conference_Location
    San Francisco, CA
  • ISSN
    1930-529X
  • Print_ISBN
    1-4244-0356-1
  • Electronic_ISBN
    1930-529X
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2006.246
  • Filename
    4150876