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

Claim 0:
1. A computer-implemented method for using machine learning to handle data in a computing system with improved efficiency, the method comprising:
obtaining, by a computing system comprising one or more computing devices, 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, by the computing system, 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, by the computing system, the trace log to a 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, by the computing system, one or more data characteristic predictions associated with the data item;
providing, by the computing system, the data characteristic predictions to a 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.