Artificial intelligence-based automated event log mapping
AssigneeGoogle Inc.
InventorRishi Verma
Life of this patent
Estimating the term…
Abstract
A method may include obtaining an event log of one or more event logs of telemetry data. The event log may include one or more event log key-value pairs. The method may include identifying, from among one or more predefined fields and by using an artificial intelligence (AI) model, a predefined field for an event log key of an event log key-value pair of the one or more event log key-value pairs. The method may include generating, using the AI model, a confidence score associated with the predefined field. The method may include, responsive to the confidence score satisfying a threshold confidence score criterion, mapping a value of the event log key-value pair to the predefined field.
Claims20
A method, comprising:
- obtaining a first event log of a first plurality of event logs of first telemetry data, wherein the first event log comprises a plurality of event log key-value pairs;
- identifying, from among a plurality of predefined fields and by using an artificial intelligence (AI) model, a first predefined field for an event log key of an event log key-value pair of the plurality of event log key-value pairs;
- generating, using the AI model, a confidence score associated with the first predefined field;
- and
- responsive to the confidence score satisfying a threshold confidence score criterion, mapping a value of the event log key-value pair to the first predefined field.
A system, comprising:
- a memory;
- and
- at least one processing device, coupled to the memory, configured to perform operations, comprising:
- obtaining a first event log of a first plurality of event logs of first telemetry data, wherein the first event log comprises a plurality of event log key-value pairs;
- identifying, from among a first plurality of predefined fields and by using an artificial intelligence (AI) model, a first predefined field for an event log key of an event log key-value pair of the plurality of event log key-value pairs;
- generating, using the AI model, a confidence score associated with the first predefined field;
- and
- responsive to the confidence score satisfying a threshold confidence score criterion, mapping a value of the event log key-value pair to the first predefined field.
A method, comprising:
- obtaining a first event log of a first plurality of event logs of first telemetry data, wherein the first event log comprises a plurality of event log key-value pairs;
- selecting, from among a plurality of artificial intelligence (AI) models and based on the first event log, a first AI model;
- identifying, from among a plurality of predefined fields and by using the first AI model, a first predefined field for an event log key of an event log key-value pair of the plurality of event log key-value pairs;
- generating, using the first AI model, a first confidence score associated with the first predefined field;
- and
- responsive to the first confidence score satisfying a threshold confidence score criterion, mapping a value of the event log key-value pair to the first predefined field.
Dependencies are inferred from the claim text.