Prototypical design and implementation of an intelligent network data analysis tool collaborating with active information resource

Kazuto Sasai, Hideyuki Takahashi, Gen Kitagata, Tetsuo Kinoshita

研究成果: Conference contribution

抄録

The methodologies of data analysis such as data mining, statistical analysis and machine learning are important notion in the network management in order to deal with complex network structure and growing network threats. Although a number of analytics tools are available in present day, it is not easy to apply the tools for network management because the ordinal administrators do not have the professional knowledge about mathematics and statistics. To improve the knowledge problem of network management, in this paper, we propose an agent-based analysis support system for network data and its collaboration mechanism with autonomic network management system. The evaluation experiment using prototypical system shows that the system can reduce intellectual load of the analysis task of the users.

本文言語English
ホスト出版物のタイトルTrends in Applied Knowledge-Based Systems and Data Science - 29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, Proceedings
編集者Moonis Ali, Hamido Fujita, Jun Sasaki, Masaki Kurematsu, Ali Selamat
出版社Springer Verlag
ページ1007-1018
ページ数12
ISBN(印刷版)9783319420066
DOI
出版ステータスPublished - 2016
イベント29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016 - Morioka, Japan
継続期間: 2016 8 22016 8 4

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9799
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016
国/地域Japan
CityMorioka
Period16/8/216/8/4

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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