Azure Anomaly Detector API is not available now. where to adopt this API? or any replacement?

Shinyee Tong (International Supplier) 100 Reputation points Microsoft Vendor
2023-11-22T03:15:31.2066667+00:00

Azure Anomaly Detector API is not available now.

where to adopt this API?

or any replacement?

Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
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  1. navba-MSFT 20,560 Reputation points Microsoft Employee
    2023-11-22T04:54:15.0866667+00:00

    @Shinyee Tong (International Supplier) Welcome to Microsoft Q&A Forum, Thank you for posting your query here!
    .
    I understand that, Since anomaly detector is getting retired, you are exploring some alternatives to the Anomaly detector.
    .

    Potential alternatives:

    Azure Data Explorer and Stream Analytics for anomaly detection | Azure Blog | Microsoft Azure

     .

    Time series anomaly detection & forecasting - Azure Data Explorer | Microsoft Learn
    .

    ** UPDATE ***

    Dear valued customer,

    As you might already know, Anomaly Detector/Metrics Advisor will be deprecated in Oct 2026, during which existing Azure Anomaly Detector/Metrics Advisor resources will continue to operate, but no new resources can be created. In terms of replacement, we are still finalizing the detailed guidance for the migration from Azure Anomaly Detector/Metrics Advisor to Azure Fabric. We understand that this may cause some inconvenience and uncertainty, but we assure you that we are working diligently to ensure a smooth and seamless transition. Please expect an update early next year.

    In the meantime, we highly recommend that you stay updated on the latest developments by regularly checking the official documentation and email from us. Additionally, you can reach out to Microsoft support for any specific questions or concerns you may have.

    Once the detailed guidance is available, we will share it with you and provide any necessary assistance in migrating to Azure Fabric. Thank you for your understanding and cooperation.

    Azure Anomaly Detector/Metrics Advisor team

    Hope this helps. If you have any follow-up questions, please let me know. I would be happy to help.

    **
    Please do not forget to "Accept the answer” and “up-vote” wherever the information provided helps you, this can be beneficial to other community members.

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  1. Dillon Silzer 56,516 Reputation points
    2023-11-22T03:28:56.22+00:00

    Hi Shinyee,

    I believe there is no direct replacement to Azure Anomaly Detector.

    "Anomaly Detector is an AI service with a set of APIs, which enables you to monitor and detect anomalies in your time series data with little machine learning (ML) knowledge, either batch validation or real-time inference."

    With the push to adopting ML platforms, Azure has Azure ML Studio where you can train data to imitate the services provided by Azure Anomaly Detector.

    "Starting on the 20th of September, 2023 you won’t be able to create new Anomaly Detector resources. The Anomaly Detector service is being retired on the 1st of October, 2026."

    Cited from https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/overview

    Learn more about Azure ML Studio:

    https://azure.microsoft.com/en-ca/products/machine-learning


    If this is helpful please accept answer.

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