Patent ID: 11924069
Assignee: DELL PRODUCTS L.P.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A system, comprising:
a processor; and
a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations, comprising:
identifying a first group of time-series telemetry data that represents performance metrics of a computing device, wherein the first group of time-series telemetry data identifies respective first values and corresponding respective first timestamps, wherein respective first numerical distances between the respective first timestamps are spaced at unequal distances from each other;
creating a second group of time-series telemetry data that identifies second timestamps, wherein respective second numerical distances between respective second timestamps of the second timestamps are spaced at unequal distances from each other;
populating the second group of time-series telemetry data with the respective first values at respective first locations of the second group of time-series telemetry data that correspond to the respective first timestamps of the respective first values;
creating a tensor that identifies third timestamps, wherein a number of the third timestamps is less than a number of the second timestamps, and wherein respective third numerical distances between respective third timestamps of the third timestamps are equidistantly spaced;
populating the tensor with the respective first values at respective second locations of the tensor that correspond to the respective first timestamps of the respective first values, wherein populating the tensor comprises combining two values of the respective first values, and wherein a data size of the tensor is less than a data size of the first group of time-series telemetry data; and
performing a data science operation on the tensor to produce a first result that indicates whether the computing device is operating anomalously, wherein the first result is within a specified threshold value of a second result of performing the data science operation on the first group of time-series telemetry data.