发明申请
US20110292834A1 Maintaining Time Series Models for Information Technology System Parameters
审中-公开
维护信息技术系统参数的时间序列模型
- 专利标题： Maintaining Time Series Models for Information Technology System Parameters
- 专利标题（中）： 维护信息技术系统参数的时间序列模型
-
申请号： US12789058申请日： 2010-05-27
-
公开(公告)号： US20110292834A1公开(公告)日： 2011-12-01
- 发明人: Dakshi Agrawal , Matthew E. Duggan , Kang-Won Lee , Mudhakar Srivatsa , Kristian J. Stewart , Petros Zerfos
- 申请人： Dakshi Agrawal , Matthew E. Duggan , Kang-Won Lee , Mudhakar Srivatsa , Kristian J. Stewart , Petros Zerfos
- 申请人地址： US NY Armonk
- 专利权人： International Business Machines Corporation
- 当前专利权人： International Business Machines Corporation
- 当前专利权人地址： US NY Armonk
- 主分类号： H04L12/28
- IPC分类号： H04L12/28
摘要：
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.
信息查询
