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System for first pass filtering of anomalies and providing a base confidence level for resource usage prediction in a utility computing environment
System for first pass filtering of anomalies and providing a base confidence level for resource usage prediction in a utility computing environment
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机译:用于对异常进行首次通过过滤并为公用事业计算环境中的资源使用预测提供基本置信度的系统
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摘要
Provided is a system for monitoring resources in a utility computing environment (UCE). Measurements are evaluated to determine whether or not a particular resource requires remedial or other type of action. A sliding measurement window is employed to assemble a number of measurements corresponding to a particular resource. The number of intervals in a sliding measurement window is based upon best practices corresponding to the resource being measured and analyzed. A first threshold-crossing event and subsequent events are stored until the window is full, or closed. When the window is closed, the threshold-crossing measurements are analyzed to determine whether or not there exists an issue with the resource that requires action. Once a window has been closed and analyzed, the first threshold-crossing event and each subsequent event up to a second threshold-crossing event are discarded and the window reopens.
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