Cognitive Services — Articles by Jannik Reinhard

Detect anomalies in your Intune environment with Azure Cognitive Services – Part 3 Bluescreen of death detection

Detect anomalies in your Intune environment with Azure Cognitive Services – Part 3 Bluescreen of death detection

jannikreinhard

Welcome to the third part of my series in which I describe ways to get proactive notifications when something in your environment has a problem / error. So that this monitoring does not work with static values, I use Azure Cognitive Services (now Azure AI Services) to detect anomalies via machine learning. In this blog we will take a look at the Endpoint Analytics Startup performance bluescreen detection. Here we want to be notified when an unusual number of devices report a blue screen or problem during detection.

Detect anomalies in your Intune environment with Azure Cognitive Services – Part 3 Bluescreen of dea
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Detect Intune App Installation Anomalies with Azure AI

Detect Intune App Installation Anomalies with Azure AI

jannikreinhard

In one of my previous blog posts I explained how you can use Azure Automation and Azure Cognitive Services (now Azure AI Services) to monitor the compliance state of your environment and notify you if there are major deviations. In this part of the series I want to show you how you can apply this to the deployment of your applications and also get notified if the installation of an application suddenly fails abnormally often.

Azure anomaly detector monitoring Intune application installation failures
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Detect anomalies in your Intune environment with Azure Cognitive Services – Part 1 Device Compliance

Detect anomalies in your Intune environment with Azure Cognitive Services – Part 1 Device Compliance

jannikreinhard2 Comments

It is hard to keep track of your Intune environment. With the help of log events you can build static monitoring via Azure automation or logic apps. This is possible if you are only interested in a specific event or if you can express this via static code. However, if you want to detect anomalies, e.g. a strong increase or decrease of the device count or how many devices are compliant, it is difficult to implement this without machine learning and to set static values. In this blog series I would like to show you how you can use Azure Cognitive Services (now Azure AI Services) to build a monitoring system and send you messages based on abnormal deviations. So let’s get started.

Detect anomalies in your Intune environment with Azure Cognitive Services – Part 1 Device Complianc
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