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…
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…
AWS FeedRun AlphaFold v2.0 on Amazon EC2 After the article in Nature about the open-source of AlphaFold v2.0 on GitHub by DeepMind, many in the scientific and research community have wanted to try out DeepMind’s AlphaFold implementation firsthand. With compute resources through Amazon Elastic Compute Cloud (Amazon EC2) with Nvidia GPU, you can quickly get…
AWS FeedIntroducing cross-account Amazon ECR access for AWS Lambda This post is written by Brian Zambrano, Enterprise Solutions Architect and Indranil Banerjee, Senior Solution Architect. In December 2020, AWS announced support for packaging AWS Lambda functions using container images. Customers use the container image packaging format for workloads like machine learning inference made possible by…
AWS FeedMigrate your Applications to Containers at Scale AWS App2Container is a command line tool that you can install on a server to automate the containerization of applications. This simplifies the process of migrating a single server to containers. But if you have a fleet of servers, the process of migrating all of them could…
AWS FeedHow to Scale Your AWS Infrastructure as Code with Torque from Quali By Edan Evantal, Chief Product Officer – Quali Quali Deploying infrastructure as code (IaC) on Amazon Web Services (AWS) implies using the methodologies of a code developer for AWS infrastructure provisioning. But how do you reconcile the diverging needs of Dev and…