Patent ID: 11928016
Assignee: VISA INTERNATIONAL SERVICE ASSOCIATION
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 10:
11. A computing device of a failure detection platform, the computing device comprising:
a processor; and
a memory comprising a computer readable storage medium that stores computer-executable instructions that, when executed by the processor, cause the computing device to perform operations comprising:
obtaining time series data corresponding to historical network messages of a distributed network;
identifying a plurality of anomalies in the time series data;
associating one or more anomalies of the plurality of anomalies with a classification label indicative of a network failure;
training a first model of a plurality of models utilizing the time series data;
training a second model of the plurality of models utilizing the time series data, the one or more anomalies associated with the classification label, and a supervised machine-learning algorithm;
training a third model based at least in part on outputs of the plurality of models;
predicting a future system failure utilizing the third model; and
performing one or more remedial actions in response to predicting the future system failure.