How to use Azure Anomaly Detection on IOT edge module?

Anurag Shelar 181 Reputation points
2021-03-12T12:14:18.453+00:00

I want to demo a POC which sends data from SimulatedTemperatureSensor available on Azure Marketplace. This data should be sent to Stream Analytics module on Edge and then Anomaly Detection Module Should send only anomaly data to IOT Hub.
I need some documentation, resources, blogposts which will help me do this task. The current resources speak more of the Cloud aspects of doing it. I want to do this on Edge Side. Needed help on this. @Sander van de Velde | MVP @QuantumCache @António Sérgio Azevedo

Azure IoT Edge
Azure IoT Edge
An Azure service that is used to deploy cloud workloads to run on internet of things (IoT) edge devices via standard containers.
561 questions
Azure IoT Hub
Azure IoT Hub
An Azure service that enables bidirectional communication between internet of things (IoT) devices and applications.
1,156 questions
Azure Stream Analytics
Azure Stream Analytics
An Azure real-time analytics service designed for mission-critical workloads.
343 questions
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
2,627 questions
{count} votes

Accepted answer
  1. Sander van de Velde | MVP 31,126 Reputation points MVP
    2021-03-12T19:29:29.18+00:00

    Hello @Anurag Shelar ,

    It is quite easy to roll out a Stream Analytics job as an Azure IoT Edge module that supports Anomaly Detection.

    Just follow this blog post where your scenario is described in detail.

    Be aware that this is based on machine learning like technology. So there are possible false positives or false negatives.

    Do not act on the outcome of anomaly detection only. Use other sources of information too.

    2 people found this answer helpful.

0 additional answers

Sort by: Most helpful