An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis

Kazuto Sasai, Hiroshi Matsumura, Ryota Fukutani, Gen Kitagata, Tetsuo Kinoshita

研究成果: Conference contribution

抄録

Network management tasks are increasing its complexity because of the development of the IoT environment, virtualization technologies. To keep the safety and security of the network systems, the advances of analysis method for various network data is required for the practical problem-solving. Although many IT tools to support the data analysis works in network management, it is not enough for adaptation to developing environment. Also, the solutions do not consider the knowledge variety of users. In this paper, we propose an agent-based approach for data presentation to support the analysis from multiple aspects in network management works. Concretely, we design the self-organized analysis procedure based on the cooperation among agents and the interactive requirement estimation mechanism to improve the support functions for the diverse of the users’ knowledge. The evaluation experiments show the effectiveness of the prototypical system designed according to the proposed approach.

本文言語English
ホスト出版物のタイトルComplex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
編集者Farookh Khadeer Hussain, Leonard Barolli, Makoto Ikeda
出版社Springer-Verlag
ページ587-595
ページ数9
ISBN(印刷版)9783030223533
DOI
出版ステータスPublished - 2020 1 1
イベント13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019 - Sydney, Australia
継続期間: 2019 7 32019 7 5

出版物シリーズ

名前Advances in Intelligent Systems and Computing
993
ISSN(印刷版)2194-5357

Conference

Conference13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
国/地域Australia
CitySydney
Period19/7/319/7/5

ASJC Scopus subject areas

  • 制御およびシステム工学
  • コンピュータ サイエンス(全般)

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