AWS Architecture Blog

Amazon SageMaker is a fully managed service that provides developers and data scientists with the ability to build, train, and deploy machine learning (ML) models quickly. SageMaker removes the undifferentiated heavy lifting from each step of the machine learning process to make it easier to develop high-quality models. Amazon SageMaker Notebooks are one-click Jupyter Notebooks […]

This blog post is a continuation of an existing article about optimizing your Java application for Amazon ECS with Quarkus. In this blog post, we examine the benefits of Quarkus in the context of AWS Lambda. Quarkus is a framework that uses the Open Java Development Kit (OpenJDK) with GraalVM and over 50 libraries like RESTEasy, Vertx, Hibernate, […]

AWS makes it fast and easy for the Media and Entertainment (M&E) industry to produce, process, and deliver broadcast and over-the-top video. These pay-as-you-go services and appliance products offer the video infrastructure you need to deliver great viewing experiences to any screen. For June’s issue of AWS Architecture Monthly, WW Tech Leader Konstantin Wilms talks […]

AWS Outposts is a fully managed service that extends AWS infrastructure, services, APIs, and tools to customer premises. By providing local access to AWS managed infrastructure, AWS Outposts enables customers to build and run applications on premises using the same programming interfaces as in AWS Regions, while using local compute and storage resources for lower […]

Many of our customers in the entertainment industry are transforming their business structure from a traditional broadcasting model to a digital media and online content distribution platform. Many shows and sport events are streamed live online and users expect to be able to catch up and rewatch content immediately after it airs. This demand creates […]

For customers that choose a rehost migration strategy (also known as lift-and-shift) for their large-scale workloads, the recommendation is to select a tool that will orchestrate, automate and schedule the migration with minimum downtime. CloudEndure Migration and AWS Server Migration Service (AWS SMS) are two services provided by AWS that both automate rehost migration, but […]

In this case study, we share our experience delivering results for remote customer engagements during the COVID-19 outbreak in China in Q1 2020. We reduced two months of expected COVID-19 delay to two weeks’ delay by deploying a distributed remote Agile/AWS Engagement Delivery Framework (AWS EDF). We share three major takeaways in this blog post: […]

Join AWS Internet of Things (IoT) experts as they walk you through building IoT applications with AWS live on Twitch. Along the way, AWS IoT customers and partners will co-host, share best tips and tricks, and make sure all of your questions are answered. By the end of each episode, you’ll learn how to build […]

We have published a new whitepaper, Machine Learning Lens, to help you design your machine learning (ML) workloads following cloud best practices. This whitepaper gives you an overview of the iterative phases of ML and introduces you to the ML and artificial intelligence (AI) services available on AWS using scenarios and reference architectures. How often […]

One of the missions of the education industry is to educate the next generation of the industry-ready workforce. Whether K-12, higher education, or continuing education, enabling teachers and professors to effectively deliver curriculum and improve student performance is a goal of Education Technology (EdTech) and learning companies. Two trends for AWS use cases in education […]