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An active approach for automatic rule discovery in rule-based monitoring systems

  • Beihang University
  • Tencent

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In large-scale cloud service datacenters, there always have a monitoring center in charge of the health status of all system components. When faults occur, it should react rapidly and notify managers to avoid further lose. The most popular solution for fault detection in enterprise environments is rule-based detection. And to our knowledge, there exists a limitation for the existing rule-based solution that rules are always configured by managers relying on experiences, which is wildly inaccurate and wastes lots of labor. We present a methodology that can discover monitoring rules automatically and accurately in this paper. And through our experiment, we demonstrate it correct and effective.

源语言英语
主期刊名Trustworthy Computing and Services - International Conference, ISCTCS 2014, Revised Selected Papers
编辑Yueming Lu, Xu Wu, Xi Zhang, Yueming Lu, Xu Wu, Xi Zhang, Xu Wu
出版商Springer Verlag
304-310
页数7
ISBN(印刷版)9783662474006
DOI
出版状态已出版 - 2015
活动International Standard Conference on Trustworthy Computing and Services, ISCTCS 2014 - Beijing, 中国
期限: 28 11月 201429 11月 2014

出版系列

姓名Communications in Computer and Information Science
520
ISSN(印刷版)1865-0929

会议

会议International Standard Conference on Trustworthy Computing and Services, ISCTCS 2014
国家/地区中国
Beijing
时期28/11/1429/11/14

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