Patent ID: 11922310
Assignee: INTUIT INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. A system, comprising:
a memory having executable instructions stored thereon; and
a processor configured to execute the executable instructions in order to cause the system to:
generate a multidimensional time-series data set from time-series data associated with activity within a software application, wherein the multidimensional time-series data set comprises;
a first dimension that is associated with a first time granularity of a plurality of time granularities;
a second dimension that is associated with a second time granularity of the plurality of time granularities; and
a third dimension that is associated with two or more time granularities of the plurality of time granularities;

predict activity within the software application for one or more time granularities of the plurality of time granularities using a convolutional neural network (CNN), wherein the convolutional neural network has been trained to recognize relationships between activities across the first dimension, the second dimension, and the third dimension when provided with three-dimensional input data; and
allocate computing resources to execute operations using the software application based on the predicted activity within the software application.