Patent ID: 11966827
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. A computing system configured for using machine learning to handle data with improved efficiency, the computing system comprising:
one or more processors; and
one or more memory devices, the one or more memory devices storing:
a data characteristic prediction model comprising one or more machine-learned models;
a handling decision model comprising one or more of a heuristic model and a machine-learned model; and
computer-readable instructions that, when implemented, cause the one or more processors to perform operations; wherein the operations comprise:
obtaining a handling request associated with a data item, the handling request instructing the computing system to perform a handling operation with the data item;
obtaining a trace log comprising one or more distributed trace items, the one or more distributed trace items comprising data from each of one or more services interacting with the data item;
providing the trace log to the data characteristic prediction model comprising one or more machine-learned models;
in response to providing the trace log to the data characteristic prediction model, receiving one or more data characteristic predictions associated with the data item;
providing the data characteristic predictions to the handling decision model; and
determining, by the handling decision model, a handling operation of a plurality of candidate handling operations based at least in part on the one or more data characteristic predictions.