发明申请
- 专利标题: SYSTEMS AND METHODS FOR PREDICTIVE FAILURE MANAGEMENT
- 专利标题(中): 预测失效管理系统与方法
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申请号: US11696795申请日: 2007-04-05
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公开(公告)号: US20080250265A1公开(公告)日: 2008-10-09
- 发明人: SHU-PING CHANG , Xiaohui Gu , Spyridon Papadimitriou , Philip Shi-lung Yu
- 申请人: SHU-PING CHANG , Xiaohui Gu , Spyridon Papadimitriou , Philip Shi-lung Yu
- 主分类号: G06F11/00
- IPC分类号: G06F11/00
摘要:
A system and method for using continuous failure predictions for proactive failure management in distributed cluster systems includes a sampling subsystem configured to continuously monitor and collect operation states of different system components. An analysis subsystem is configured to build classification models to perform on-line failure predictions. A failure prevention subsystem is configured to take preventive actions on failing components based on failure warnings generated by the analysis subsystem.
公开/授权文献
- US07730364B2 Systems and methods for predictive failure management 公开/授权日:2010-06-01