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Merge pull request #221424 from shohei1029/patch-8
Update migrate-to-v2-managed-online-endpoints.md
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articles/machine-learning/migrate-to-v2-managed-online-endpoints.md

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[Managed online endpoints](concept-endpoints.md#what-are-online-endpoints) help to deploy your ML models in a turnkey manner. Managed online endpoints work with powerful CPU and GPU machines in Azure in a scalable, fully managed way. Managed online endpoints take care of serving, scaling, securing, and monitoring your models, freeing you from the overhead of setting up and managing the underlying infrastructure. Details can be found on [Deploy and score a machine learning model by using an online endpoint](how-to-deploy-online-endpoints.md).
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You can deploy directly to the new compute target with your previous models and environments, or use the [scripts](https://aka.ms/moeonboard) (preview) provided by us to export the current services and then deploy to the new compute without affecting your existing services. If you regularly create and delete Azure Container Instances (ACI) web services, we strongly recommend the deploying directly and not using the scripts.
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> [!IMPORTANT]
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> The scripts are preview and are provided without a service level agreement.
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You can deploy directly to the new compute target with your previous models and environments, or use the [scripts](https://aka.ms/moeonboard) provided by us to export the current services and then deploy to the new compute without affecting your existing services. If you regularly create and delete Azure Container Instances (ACI) web services, we strongly recommend the deploying directly and not using the scripts.
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> [!IMPORTANT]
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> **The scoring URL will be changed after upgrade**. For example, the scoring url for ACI web service is like `http://aaaaaa-bbbbb-1111.westus.azurecontainer.io/score`. The scoring URI for a managed online endpoint is like `https://endpoint-name.westus.inference.ml.azure.com/score`.
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This tool will automatically create new managed online endpoint based on your existing web services. Your original services won't be affected. You can safely route the traffic to the new endpoint and then delete the old one.
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> [!NOTE]
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> The upgrade script is a sample script and provided without SLA.
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> The upgrade script is a sample script and is provided without a service level agreement (SLA).
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Use the following steps to run the scripts:
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