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Enterprise management system and method which indicates chaotic behavior in system resource usage for more accurate modeling and prediction
Enterprise management system and method which indicates chaotic behavior in system resource usage for more accurate modeling and prediction
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机译:在系统资源使用中指示混乱行为以进行更准确的建模和预测的企业管理系统和方法
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摘要
Analytic tests are used to detect chaotic (power-tail) behavior in one or more computer system resources in a distributed computing environment. The analytic tests are used to determine if data (indicative of one or more parameters related to computer system resources) exhibit large deviations from a mean, a high variance and other properties consistent with large values in the tail portion of a power-tail distribution. The tests can be performed in any order, and fewer than three can be performed. If all three tests indicate the existence of power-tail behavior, chaotic behavior of the data is likely. If all three tests indicate the lack of power-tail behavior, chaotic behavior of the data is unlikely. If the results are mixed, then more data or analysis may be needed. The results may be used for modeling and/or altering the configuration of the distributed computing environment.
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