Building the complete solution in Azure
Here, we will use the Anomaly Detector service to look for anomalies in refrigerator temperature readings. This example is a slice of what might exist in a real-world implementation; however, we have simplified the flow so we may concentrate on the Cognitive Service and not a full-blown IoT implementation. For our example, we will use the following diagram as our reference architecture:
Figure 9.2 – Reference architecture for the example of building an anomaly detector in an operational service
The basic building blocks of this solution include the following:
- An Azure function to simulate the refrigerator readings.
- For ease of deployment and to keep things in one place, for this example, we have implemented the simulator as an Azure function. You could take the same basic code and implement it outside of Azure as well – as long as you have connectivity to the Azure Event Hub.
- An Azure Event...
