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

Claim 13:
14. 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:
based on executing a machine learning model of a second operator, generating a second estimate of benefit amount in performing a second operation with the second operator on a second data portion in the alternative encoding format, different from the current encoding format of the second data portion, over the performing the second operation on the second data portion in the current encoding format;
determining a first estimate memory space cost for encoding the first data portion in the alternative encoding format by executing a memory machine learning model based on data statistics for the first data portion;
determining a second estimate memory space cost for encoding the second data portion in the alternative encoding format by executing the memory machine learning model based on data statistics for the second data portion;
based on the first estimate of benefit amount, the second estimate of benefit amount, the first estimate memory space cost and the second estimate memory space cost, determining whether the first data portion or the second data portion or both are to be encoded in the alternative encoding format.