Patent ID: 11947599
Assignee: SAP SE
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A system comprising:
one or more processors; and
a non-transitory computer-readable medium coupled to the one or more processors having instructions stored thereon which, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
receiving, from a customer administrator of a customer, connection information for connecting to a remote customer database of the customer;
storing the connection information for connecting to the remote customer database in a machine learning runtime for machine learning pipeline execution on remote customer data;
receiving, from the customer administrator, workload schedule information for allowable time windows for machine learning pipeline execution on remote customer data of the customer;
storing the received workload schedule information;
determining that an execution queue includes a machine learning pipeline during an allowed time window;
using the connection information to connect to the remote customer database during the allowed time window;
triggering execution by the machine learning runtime of the machine learning pipeline on the remote customer database during the allowed time window;
receiving aggregate evaluation data corresponding to the execution of the machine learning pipeline on the remote customer database; and
providing the aggregate evaluation data to a user.