Identify operational issues quickly by using Grafana and Amazon CloudWatch Metrics Insights (Preview)

By Dustin Ward

AWS FeedIdentify operational issues quickly by using Grafana and Amazon CloudWatch Metrics Insights (Preview) Amazon CloudWatch has recently launched Metrics Insights (Preview) – a fast, flexible, SQL-based query engine that enables you to identify trends and patterns across millions of operational metrics in real-time. With Metrics Insights, you can easily query and analyze your metrics to…

Applying Federated Learning for ML at the Edge

By Dustin Ward

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…

Amazon Location Service adds metadata help customers reduce costs

By Dustin Ward

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…

Automate Amazon EKS upgrades with infrastructure as code

By Dustin Ward

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…