AWS FeedApplying Federated Learning for ML at the Edge Federated Learning (FL) is an emerging approach to machine learning (ML) where model training data is not stored in a central location. During ML training, we typically need to access the entire training dataset on a single machine. For purposes of performance scaling, we divide the…
AWS FeedVisualize live analytics from Amazon QuickSight connected to Amazon OpenSearch Service Live analytics refers to the process of preparing and measuring data as soon as it enters the database or persistent store. In other words, you get insights or arrive at conclusions immediately. Live analytics enables businesses to respond to events without delay. You…
AWS FeedHardening the security of your AWS Elastic Beanstalk Application the Well-Architected way Launching an application in AWS Elastic Beanstalk is straightforward. You define a name for your application, select the platform you want to run it on (for example, Ruby), and upload the source code. The default Elastic Beanstalk configuration is intended to be a starting…
AWS FeedAmazon Location Service adds metadata help customers reduce costs Today, Amazon Location Service added metadata for tracking position updates to help developers reduce cost, improve accuracy, and simplify the development of tracking applications. Amazon Location Service Trackers already make it easy for developers to build highly scalable device-tracking applications by enabling them to retrieve the…
AWS FeedAutomate Amazon EKS upgrades with infrastructure as code In this post, we explain how to use managed node groups to upgrade Amazon Elastic Kubernetes Service (Amazon EKS) cluster nodes in parallel from 1.19 to 1.20. Users can use the AWS Service Catalog to support an automated workflow with granular controls. This capability provides the…
AWS FeedOptimize your IoT Services for Scale with IoT Device Simulator The IoT (Internet of Things) has accelerated digital transformation for many industries. Companies can now offer smarter home devices, remote patient monitoring, connected and autonomous vehicles, smart consumer devices, and many more products. The enormous volume of data emitted from IoT devices can be…