Patent ID: 11940983
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. A non-transitory computer-readable storage medium storing thereon executable instructions that, as a result of being executed by one or more processors of a computer system, cause the computer system to at least:
receive, from a client, a request to perform back-testing of a service to provide detection of anomalies in real-time data, the request indicating a dataset of historical data;
initiate execution of one or more workflows to upload a dataset of historical data, train a plurality of machine learning models to perform anomaly detection, and detect anomalies in the dataset of historical data using the plurality of machine learning models, wherein the training is based at least in part on a first portion of the dataset of historical data, and wherein the detection is based at least in part on a second portion of the dataset of historical data;
cause generation of a representation of the one or more anomalies detected in the dataset of historical data by the plurality of machine learning models; and
receive, from the client in response to accepting the representation, an indication to activate the service to provide ongoing detection of anomalies in the real-time data using the plurality of machine learning models.