Patent ID: 11914503
Assignee: SAP SE
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. A computer system implementing software performance testing comprising:
one or more processors;
a software program, executable on the computer system, the software program configured to cause an in-memory database engine of an in-memory database to:
receive first test sample data having a first volume, the first test sample data representing operation of a software function;
determine a format of the first test sample data to be not numerical;
in response to determining the format of the first sample data is not numerical, apply the first test sample data to a first pre-trained machine learning model to produce a plurality of different sized data corpuses, each of the data corpuses being larger than the first volume and representing operation of the software function over a plurality of timescales;
test the software using the plurality of different sized data corpuses and produce a plurality of results corresponding to the plurality of timescales; and
apply the first test sample data to a second pre-trained machine learning model different from the first pre-trained machine learning model and repeat said test step in response to determining the plurality of results is non-linear.