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

Claim 0:
1. A method comprising:
obtaining, by a failure detection platform, time series data corresponding to historical network messages;
identifying, by the failure detection platform, a plurality of anomalies in the time series data;
associating, by the failure detection platform, one or more anomalies of the plurality of anomalies with a classification label indicative of a network failure;
training, by the failure detection platform, a first model of a plurality of models utilizing the time series data;
training, by the failure detection platform, 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, by the failure detection platform, a third model based at least in part on outputs of the plurality of models;
predicting, by the failure detection platform, a future network failure utilizing the third model; and
performing, by the failure detection platform, one or more remedial actions in response to predicting the future network failure.