Amazon SageMaker Edge Description
SageMaker Edge Agent allows for you to capture metadata and data based on triggers you set. This allows you to retrain existing models with real-world data, or create new models. This data can also be used for your own analysis such as model drift analysis. There are three options available for deployment. GGv2 (size 100MB) is an integrated AWS IoT deployment method. SageMaker Edge has a smaller, built-in deployment option for customers with limited device capacities. Customers who prefer a third-party deployment mechanism can plug into our user flow. Amazon SageMaker Edge Manager offers a dashboard that allows you to see the performance of all models across your fleet. The dashboard allows you to visually assess your fleet health and identify problematic models using a dashboard within the console.