Practical Guide to Azure Cognitive Services by Chris Seferlis & Christopher Nellis & Andy Roberts

Author:Chris Seferlis & Christopher Nellis & Andy Roberts
Language: eng
Format: epub
Publisher: Packt
Published: 2023-10-15T00:00:00+00:00

Now that our data has been processed and aggregated, we can send it to the Anomaly Detector directly and get our results back to determine what to do with our detected anomalies.

We can use the Service Bus for message routing and performing downstream activity. So if we need to send a notification or want to do further analysis on the application, we can use a Service Bus message queue to do so.

Application Insights is an Azure service that provides details about the usage of applications that are deployed. For instance, the service can provide details about the performance of the website (latency, connectivity, and so on) as well as monitor live websites, helping to ensure continuity. This step certainly shouldn’t be considered a requirement but more just an example of how the service can be used to provide additional information about what’s going on in the environment.

We can send our data to Azure Data Lake Storage (ADLS) for additional information later. ADLS offers a great location for storing data hierarchically or raw at a very low cost.

Finally, after we have collected all the information about our detected anomalies, you can report on it with Power BI. Alternatively, you could send the data to an application where it can be consumed by a customer or partner, for instance, or used in some other way.

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