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Method and apparatus for root cause and critical pattern prediction using virtual directed graphs
Method and apparatus for root cause and critical pattern prediction using virtual directed graphs
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机译:使用虚拟有向图进行根本原因和关键模式预测的方法和设备
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摘要
An approach to root cause determination in a complex systems based on monitoring and event data is disclosed. It includes a historical analysis of events with their probabilistic correlations. Applying information measures between the random variables which embody those events one can detect origins of problems and generate real-time recommendations for their locations in a hierarchical system. Estimation of system bottlenecks, as well as the risk of “black swan”-type events are also computed. The processes are based on a statistical processing of a virtual directed graph produced from historical events.
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