Microsoft Corporation
COMPUTING SYSTEM FOR DETERMINING QUALITY OF VIRTUAL MACHINE TELEMETRY DATA

Abstract:

A computing system computes a score that is indicative of quality of first telemetry data for a first virtual machine. The computing system computes the score based upon the first telemetry data for the first virtual machine and second telemetry data for a second virtual machine. The first telemetry data comprises first time-series data that identifies first amounts of a computing resource used by the first virtual machine during several time points within a time window. The second telemetry data comprises second time-series data that identifies second amounts of the computing resource used by the second virtual machine during the several time points within the time window. The computing system assigns a label to the first telemetry data based upon the score computed for the first telemetry data, the label is indicative of the quality of the first telemetry data.