Implementing Auto Scaling for EC2 Mac Instances

By Dustin Ward

AWS FeedImplementing Auto Scaling for EC2 Mac Instances This post is written by: Josh Bonello, Senior DevOps Architect, AWS Professional Services; Wes Fabella, Senior DevOps Architect, AWS Professional Services Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides secure, resizable compute capacity in the cloud. The introduction of Amazon EC2 Mac now…

Use AutoGluon-Tabular in AWS Marketplace

By Dustin Ward

AWS FeedUse AutoGluon-Tabular in AWS Marketplace AutoGluon-Tabular is an open-source AutoML framework that requires only a single line of Python to train highly accurate machine learning (ML) models on an unprocessed tabular dataset. In this post, we walk you through a way of using AutoGluon-Tabular as a code-free AWS Marketplace product. We use this process…

Advanced Industrial Connectivity with AWS and Amorph’s SMARTUNIFIER

By Dustin Ward

AWS FeedAdvanced Industrial Connectivity with AWS and Amorph’s SMARTUNIFIER By Frank Frauenhoffer, Managing Director – Amorph SystemsBy Stefan Schneider, Principal Partner Solution Architect – AWS Amorph Systems Industrial data exists in different components and systems, in various formats, and with separate access protocols. To harness this data and benefit from the synergies of system-wide interoperability,…

Deep learning image vector embeddings at scale using AWS Batch and CDK

By Dustin Ward

AWS FeedDeep learning image vector embeddings at scale using AWS Batch and CDK Applying various transformations to images at scale is an easily parallelized and scaled task. As a Computer Vision research team at Amazon, we occasionally find that the amount of image data we are dealing with can’t be effectively computed on a single…

Amazon Athena adds cost details to query execution plans

By Dustin Ward

AWS FeedAmazon Athena adds cost details to query execution plans Amazon Athena now displays the computational cost of your queries alongside their execution plans. With the release of the EXPLAIN ANALYZE statement, Athena can now execute your specified query and return a detailed breakdown of its execution plan along with the CPU usage of each stage…