Efficient Fault Detection and Diagnosis in Complex Software Systems with Information-Theoretic Monitoring

Management metrics of complex software systems exhibit stable correlations which can enable fault detection and diagnosis. Current approaches use specific analytic forms, typically linear, for modeling correlations. In practice, more complex nonlinear relationships exist between metrics. Moreover, m...

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