Patent ID: 11907250
Assignee: ORACLE INTERNATIONAL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 11:
12. The one or more non-transitory computer-readable media of claim 11, wherein the set of instructions further includes instructions, which when executed by said one or more hardware processors, cause:
collecting second operation execution statistics by recording measurements from performing a second operation, of a second operator from the plurality of operations, on the first data portion in the current encoding format;
based on the second operation execution statistics, obtaining one or more second feature values of a second plurality of feature values for a machine learning model of the second operator;
executing the machine learning model of the second operator with the one or more second feature values as input to the machine learning model of the second operator;
based on the executing the machine learning model of the second operator, generating a second estimate of benefit amount in performing the second operation on the first data portion in the alternative encoding format, different from the current encoding format, over the performing the second operation on the first data portion in the current encoding format
aggregating the first estimate of benefit amount for the first data portion with the second estimate of benefit amount for the first data portion to determine aggregate estimate benefit amount for the first data portion in the alternative encoding format.