Patent ID: 11888605
Assignee: SALESFORCE, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 7:
8. A non-transitory machine-readable storage medium having computer program instructions stored therein, the computer program instructions configured such that, when executed by one or more processors, the computer program instructions cause the one or more processors to:
obtain, with one or more hardware processing devices, a plurality of database queries to be performed using resources associated with a database, each database query having an associated group of features;
analyze, utilizing machine learning techniques, the group of features for each database query to collect query execution data observations about the plurality of database queries;
create, utilizing machine learning techniques, a machine learning model based on the query execution data observations, the machine learning model comprising a function configured to predict a resource allocation of a subsequent database query;
predict, with the machine learning model, a particular resource allocation for a particular subsequent query; and
providing, with the one or more hardware processing devices, resources to service the particular subsequent database query according to the particular resource allocation.