Topic 1 Question 182

Professional Machine Learning Engineer

Topic 1 Question 182
You are deploying a new version of a model to a production Vertex Al endpoint that is serving traffic. You plan to direct all user traffic to the new model. You need to deploy the model with minimal disruption to your application. What should you do?
- 1. Create a new endpoint
  2. Create a new model. Set it as the default version. Upload the model to Vertex AI Model Registry
  3. Deploy the new model to the new endpoint
  4. Update Cloud DNS to point to the new endpoint
- 1. Create a new endpoint
  2. Create a new model. Set the parentModel parameter to the model ID of the currently deployed model and set it as the default version. Upload the model to Vertex AI Model Registry
  3. Deploy the new model to the new endpoint, and set the new model to 100% of the traffic.
- 1. Create a new model. Set the parentModel parameter to the model ID of the currently deployed model. Upload the model to Vertex AI Model Registry.
  2. Deploy the new model to the existing endpoint, and set the new model to 100% of the traffic
- 1. Create a new model. Set it as the default version. Upload the model to Vertex AI Model Registry
  2. Deploy the new model to the existing endpoint
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- 正解だと思う選択肢: C
  Leverages existing endpoint: Using the same endpoint maintains the same endpoint URL, avoiding DNS updates and potential service interruptions. Gradual traffic transition: Vertex AI allows you to gradually shift traffic between model versions, ensuring a smooth transition without impacting users. Clear versioning: Setting parentModel establishes a relationship between the new model and the existing one, aiding in organization and tracking model lineage.
  
  👍 1
  pikachu0072024/01/11
- 正解だと思う選択肢: C
  a,c -creating new endpoint is an unnecessary disruption to the application d - doesn't work, two models are on the same endpoint and traffic is still going through the old model
  
  👍 1
  BlehMaks2024/01/13
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