AWS Architecture Blog

Stable Diffusion is a state-of-the-art text-to-image model that generates images from text. Deploying text-to-image models such as Stable Diffusion can be difficult. Currently, Stable Diffusion requires specific computer hardware known as graphical processing units (GPUs). You can lower the bar to entry by offloading the text-to-image generation onto Amazon Web Services (AWS). Discord is a […]

Genomics workflows are high-performance computing workloads. Life-science research teams make use of various genomics workflows. With each invocation, they specify custom sets of data and processing steps, and translate them into commands. Furthermore, team members stay to monitor progress and troubleshoot errors, which can be cumbersome, non-differentiated, administrative work. In Part 3 of this series, […]

When building a Customer Data Platform (CDP), advertising and marketing Independent Software Vendors (ISVs) face a unique set of challenges. The ISV can help organizations with the heavy lifting required to build, secure, and maintain near real-time, high volume CDPs. However, architecting CDPs using traditional on-premises technologies can introduce multiple complexities and can limit deployment […]

Application migrations, especially from legacy/mainframe to the cloud, are done in phases that sometimes span multiple years. Each phase migrates a set of applications, data, and other resources to the cloud. During the transition phases, applications might require access to both on-premises and cloud-based resources to perform their function. While working with our customers, we […]

Healthcare data is being generated at an increased rate with the proliferation of connected medical devices and clinical systems. Some examples of these data are time-sensitive patient information, including results of laboratory tests, pathology reports, X-rays, digital imaging, and medical devices to monitor a patient’s vital signs, such as blood pressure, heart rate, and temperature. […]

The deprecation of digital consumer identifiers, such as third-party cookies and mobile advertising IDs, and the rapid growth of data from expanding consumer touchpoints, has created challenges in identifying, managing, and reaching customers in digital channels. Organizations must rethink their strategies for collecting and storing customer data. Customer Data Platforms (CDPs) collect, aggregate, and organize […]

Genomics workflows are high-performance computing workloads. In Part 1 of this series, we demonstrated how life-science research teams can focus on scientific discovery without the associated heavy lifting. We used regenie for large genome-wide association studies. Our design pattern built on AWS Step Functions with AWS Batch and Amazon FSx for Lustre. In Part 2, […]

Written in collaboration with Ben Moses, AWS Senior Solutions Architect, and Michael Holtby, AWS Senior Manager Solutions Architecture Designing an architecture is not a simple task. There are many dimensions and characteristics of a solution to consider, such as the availability, performance, or resilience. In this Let’s Architect!, we explore cost optimization and ideas on […]

AWS Organizations gives customers the ability to consolidate their billing across accounts. This reduces billing complexity and centralizes cost reporting to a single account. These reports and cost information are available only to users with billing access to the primary AWS account. In many cases, there are members of senior leadership or finance decision makers […]

This blog provides a simplified three-step solution to collect metrics and logs from an Amazon Elastic Kubernetes Service (Amazon EKS) cluster on Amazon Elastic Compute Cloud (Amazon EC2) using the AWS Distro for OpenTelemetry (ADOT) Helm charts repository and send them to Amazon CloudWatch Logs and Amazon CloudWatch Container Insights. The ADOT Helm charts repository […]