September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. In industrial IoT, running machine learning (ML) models on edge devices is necessary for many use cases, such as predictive maintenance, quality improvement, real-time monitoring, process optimization, and security. The energy industry, for instance, invests heavily in ML to automate…
Amazon SageMaker Edge Manager
Amazon SageMaker Edge Manager optimizes the trained model to be executable on an edge device. SageMaker Edge includes an over-the-air (OTA) deployment mechanism that helps you deploy models on the fleet independent of the application or device firmware.