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    • 10. 发明申请
    • Maintaining Time Series Models for Information Technology System Parameters
    • 维护信息技术系统参数的时间序列模型
    • US20110292834A1
    • 2011-12-01
    • US12789058
    • 2010-05-27
    • Dakshi AgrawalMatthew E. DugganKang-Won LeeMudhakar SrivatsaKristian J. StewartPetros Zerfos
    • Dakshi AgrawalMatthew E. DugganKang-Won LeeMudhakar SrivatsaKristian J. StewartPetros Zerfos
    • H04L12/28
    • H04L41/147H04L41/065H04L41/12H04L43/16
    • A network-centric modeling mechanism is provided for updating network models in order to mitigate network issues. The network-centric modeling mechanism determines for each component in a plurality of components whether a system parameter in a set of parameters particular to the component has deviated from a predicted system parameter value in a set of predicted system parameter values past a predetermined threshold. Responsive to the system parameter deviating from the predicted system parameter value past the predetermined threshold, the network-centric modeling mechanism generates an event stream indicating a sufficient deviation. The network-centric modeling mechanism determines whether the event stream matches a previous pattern. Responsive to identifying the previous pattern that matches the event stream, the network-centric modeling mechanism preemptively mitigates any related issues in the component or in a related component in the plurality of components using topology-aware indices associated with the previous pattern.
    • 提供以网络为中心的建模机制,用于更新网络模型以减轻网络问题。 以网络为中心的建模机制确定多个组件中的每个组件,特定于组件的一组参数中的系统参数是否偏离预定系统参数值的预测系统参数值超过预定阈值。 响应于偏离超过预定阈值的预测系统参数值的系统参数,以网络为中心的建模机制产生指示足够偏差的事件流。 以网络为中心的建模机制确定事件流是否匹配先前的模式。 响应于识别与事件流匹配的先前模式,以网络为中心的建模机制使用与先前模式相关联的拓扑感知索引,先预先减轻组件中或组件中相关组件中的任何相关问题。