Migration of IP routing points for distributed virtual routing using binary PSO

Takahashi Kensuke, Abe Hirotake, Hirotsu Toshio, Toshiharu Sugawara

    Research output: Contribution to journalArticle

    Abstract

    In this paper, we propose a method for the dynamic migration of the IP routing points using binary particle swarm optimization (PSO) in distributed Virtual LAN environments. Virtual LAN (VLAN) is a virtualization technique of datalink layer and can construct arbitrary logical networks on top of a physical network. However, VLAN often causes much redundant traffic due to mismatch between the topology of the logical network and that of the underlying physical network. We will show that the proposed method can adaptively select the routing points dynamically according to the observed traffic patterns and thus reduce the redundant traffic. Finally, we will evaluate the proposed method using the simulation environment.

    Original languageEnglish
    Pages (from-to)25-33
    Number of pages9
    JournalTransactions of the Japanese Society for Artificial Intelligence
    Volume26
    Issue number1
    DOIs
    Publication statusPublished - 2011

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    Keywords

    • IP routing
    • PSO
    • Swarm intelligence
    • Traffic optimization
    • VLAN

    ASJC Scopus subject areas

    • Artificial Intelligence
    • Software

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