Adaptive routing point control in virtualized local area networks using particle swarm optimizations

Kensuke Takahashi*, Toshio Hirotsu, Toshiharu Sugawara

*この研究の対応する著者

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

This paper describes methods for controlling routing points of VLAN domains using binary particle swarm optimization (BPSO) and angle modulated particle swarm optimization (AMPSO). Virtual LAN (VLAN) is a technique for virtualizing datalink layer (or L2) and can construct arbitrary logical networks on top of a physical network. However, VLAN often causes much redundant traffic due to inappropriate deployments of network-layer (L3) routing capabilities in VLAN networks. We propose two methods using BPSO and AMPSO, and show that they can adaptively select the routing points dynamically in accordance with the observed traffic patterns and thus reduce the redundant traffic. The convergence features are compared with those of the conventional method on the basis of a statistical method. Then we also show that the scalability of the algorithm using AMPOS is high and thus we can expect that it is applicable to practical large VLAN environments.

本文言語English
ホスト出版物のタイトルProceedings - 2011 23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011
ページ352-360
ページ数9
DOI
出版ステータスPublished - 2011
イベント23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011 - Boca Raton, FL, United States
継続期間: 2011 11 72011 11 9

出版物シリーズ

名前Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
ISSN(印刷版)1082-3409

Conference

Conference23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011
国/地域United States
CityBoca Raton, FL
Period11/11/711/11/9

ASJC Scopus subject areas

  • ソフトウェア
  • 人工知能
  • コンピュータ サイエンスの応用

フィンガープリント

「Adaptive routing point control in virtualized local area networks using particle swarm optimizations」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル