Microsoft Technology Licensing, LLC

Anton Fritz

Adam Ungar

Embodiments relate to finding correlations between periods of performance degradation of an application and failure rates of the application. Telemetry data reports results of operations performed by the application. The telemetry data is parsed to identify periods of performance degradation of the operations. Performance measures of successful operations during an identified period are aggregated, and performance measures of failed operations during the identified period are aggregated. For the identified periods, conclusions about positive and negative correlation between failures of the operation and degraded performance of the operations are derived based on the aggregate measures of success and failure and based on rates of failure of the operation during the periods.

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Tel Aviv, Israel

Anton Fritz