=
Note: Conversion is based on the latest values and formulas.
GitHub - goldmermaid/deployment-CICD: Safe blue/green deployment … Subsequent deployments of the pipeline will use AWS CodeDeploy to perform a blue/green deployment to shift traffic from the Original to Replacement endpoint over a period of 5 minutes.
MLOps deployment best practices for real-time inference model … 21 Feb 2023 · As of December 2022, SageMaker guardrails provide implementation for blue/green, canary, and linear traffic shifting deployment options. When combined with model …
GitHub - aws-samples/amazon-sagemaker-safe-deployment-pipeline… This solution provides a Blue/Green, also known as an Canary deployment, by creating an AWS Lambda API that calls into an Amazon SageMaker Endpoint for real-time inference.
Seamlessly Deploying New Machine Learning Models in … 5 Aug 2024 · Amazon SageMaker offers robust tools to facilitate this process efficiently. In this article, I will explore several strategies to deploy new models while maintaining production …
Use canary traffic shifting - Amazon SageMaker AI With canary traffic shifting, you can test a portion of your endpoint traffic on the new fleet while the old fleet serves the remainder of the traffic. This testing step is a safety guardrail that validates …
Blue/Green Deployments - Amazon SageMaker The traffic shifting modes for deployment guardrails let you control the volume of traffic and number of traffic-shifting steps between the blue fleet and the green fleet.
Blue/Green Deployments - Amazon SageMaker AI Once the green fleet operates smoothly for a set evaluation period (called the baking period), SageMaker AI terminates the blue fleet. With the additional capabilities in blue/green …
Use all at once traffic shifting - Amazon SageMaker AI With all at once traffic shifting, you can quickly roll out an endpoint update using the safety guardrails of a blue/green deployment. You can use this traffic shifting option to minimize the …
Blue/Green deployment | AWS re:Post AWS App Runner: If you're working with container-based applications, App Runner automates blue/green deployments under the hood, making it easy to get started. Amazon Route 53: This …
Take advantage of advanced deployment strategies using Amazon SageMaker ... 4 Jan 2022 · We define the following deployment configuration to perform a blue/green update strategy with linear traffic shifting from old to new stack. The linear traffic shifting option can …