I'm currently looking for particular service in Azure for my side project.
I'd like to build a real-time service that gives alerts or notifications to users by detecting anomaly values from a time series data of temperatures collected over a time period of 10 months(More than 5,000,000 data exist in Azure Cloud)taken from a few devices.
I've tried Anomaly Detector API, and it gives me detected values that are different from the expected values by the model, but since there is a limited input of 8,640 time series points, I can't be sure it is the model or method that I'm looking for.
My goal is to be able to input real-time temperature data through IoT sensors from few devices, like every 5 seconds, to the model, into the model that detects anomaly values based on patterns that the model would have extracted.
Thanks a lot in advance!