Failure prediction method for network management system by using Bayesian network and shared database

Erwin Harahap, Wataru Sakamoto, Hiroaki Nishi

研究成果: Conference contribution

8 引用 (Scopus)

抜粋

Network Management System (NMS) is a service that employs a variety of tools, applications, and devices to assist network administrators on monitoring and maintaining network. Keeping the network in high quality of service is the main purpose of NMS. This paper proposed a method to solve the network problem by making a prediction of failure based on network-data behavior. The prediction represented by conditional probability generated by Bayesian network. Bayesian network is a probability graphical model for representing the probabilistic relationship among a large number of variables and doing probabilistic inference with those variables. In order to describe how the prediction works, we discuss the prediction result by simulation on network congestion.

元の言語English
ホスト出版物のタイトル8th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2010
出版物ステータスPublished - 2010 9 16
イベント8th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2010 - Kuching, Malaysia
継続期間: 2010 6 152010 6 18

出版物シリーズ

名前8th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2010

Other

Other8th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2010
Malaysia
Kuching
期間10/6/1510/6/18

    フィンガープリント

ASJC Scopus subject areas

  • Computer Networks and Communications

これを引用

Harahap, E., Sakamoto, W., & Nishi, H. (2010). Failure prediction method for network management system by using Bayesian network and shared database. : 8th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2010 [5532294] (8th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2010).