On the use of hierarchical power-law network topology for server selection and allocation in multi-agent systems

Kensuke Fukuda, Shin Ya Sato, Osamu Akashi, Toshio Hirotsu, Kurihara Satoshi, Toshiharu Sugawara

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

In this paper, we focus on the effectiveness of using the power-law relationship that appears in actual network topology for solving server selection and allocation problems in multi-agent systems (MAS). We introduce the reverse weighted degree (RWD) server selection algorithm, which selects the nearest server with a lower load average, and the concept of the scope, which spreads the range of the topological information about neighbors. Furthermore, we evaluate the efficiency and fairness of the algorithm when server deployment is performed by using the degreeoriented server allocation, which places the server agent on more convenient nodes from the viewpoint of network topology, and by random server allocation. From simulation results using the real Internet topology, we find that awareness of the network structure can improve the total performance of agents significantly, though previous approaches in MAS did not consider the topology of the network.

元の言語English
ホスト出版物のタイトルProceedings - 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT'05
ページ81-87
ページ数7
DOI
出版物ステータスPublished - 2005 12 1
外部発表Yes
イベント2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology - France, France
継続期間: 2005 9 192005 9 22

出版物シリーズ

名前Proceedings - 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT'05
2005

Other

Other2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology
France
France
期間05/9/1905/9/22

ASJC Scopus subject areas

  • Engineering(all)

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  • これを引用

    Fukuda, K., Sato, S. Y., Akashi, O., Hirotsu, T., Satoshi, K., & Sugawara, T. (2005). On the use of hierarchical power-law network topology for server selection and allocation in multi-agent systems. : Proceedings - 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT'05 (pp. 81-87). [1565514] (Proceedings - 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT'05; 巻数 2005). https://doi.org/10.1109/IAT.2005.112