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Questions tagged [azure-anomaly-detection]

9 questions
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Azure IoT Hub - DDOS Monitoring

For context I’m new to Azure IoT Hub. I’ve setup a project to monitor air quality on Azure IoT Hub, that captures various telemetry data metrics. I’m now researching how to emulate a DDoS or any malware attack on this application in Azure IoT Hub…
Benetau
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What anomaly detection algorithms does Microsoft offer in the Anomaly Detection API

I am exploring the Microsoft Azure anomaly detection API for potential use in my organization. I want to know what algorithms (such as isolation forest, one-class SVM, autoencoder based anomaly detection) are available in the library. What choice of…
sri
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When to use “/entire” vs “/last” API in Azure Anomaly Detector?

As I went throught the docs of Anomaly Detector APIs, I've found there're two APIs (or "modes") : /last and /entire. The doc says they're streaming versus batch modes. However, I don't think the message is super clear and the two APIs/modes seem…
Andy Wu
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Azure Multivariate Anomaly Detection API

I am trying to follow the Azure Multivariate Anomaly Detection notebook: https://github.com/Azure-Samples/AnomalyDetector/blob/master/ipython-notebook/Multivariate%20API%20Demo%20Notebook.ipynb/?wt.mc_id=aiml-17954-sejuare ENDPOINT =…
cch
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How to use the Multi-variate Anomaly Detection Cognitive Service by Azure?

In the latest version of the Anomaly Detection Service by Azure which supports the Multi-variate Cognitive Service, we need to train a model and then consume it. The quickstart documentation for Python mentions a few libraries which are not getting…
Anirban Saha
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Does Azure Anomaly Detection API works for Vision data

I have tried Azure Anomaly detection API with Sample dataset provided in the Github. I'm able to setup the Python environment and run with the sample data provided. Now, I'm planning to use the Anomaly services for detecting anomalies in Videos.,…
Murugesh
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Will the anomaly detector provide stateful version?

I have tried the new anomaly detector for some days, it seems workable in most of the cases. But it seems it is total stateless and I have to push all the history data for one single detection. It is very difficult to scale in our current system.…
Xu Peter
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400 BAD Request attempting to contact Azure Anomaly Detection API

I have been following the tutorial listed here - https://learn.microsoft.com/en-us/azure/cognitive-services/anomaly-detector/quickstarts/detect-data-anomalies-csharp I have set up my Anomaly API so I have the end points and API keys ready to go. I…
JamesMatson
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Azure anomaly detector parameters

I'm trialing the azure anomaly detector API (with C#) for alert conditions in my organisation. Data is formatted and ordered correctly, and the API returns a result as expected, using the last data point technique. What I'm struggling to…
DMC
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