Category: Architecture

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 […]

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 […]

In the first part of this blog series, Optimize your modern data architecture for sustainability: Part 1 – data ingestion and data lake, we focused on the 1) data ingestion, and 2) data lake pillars of the modern data architecture. In this blog post, we will provide guidance and best practices to optimize the components […]

The Amazon Web Services (AWS) Cloud is a constantly expanding network of Regions and points of presence (PoP), with a global network infrastructure linking them together. The choice of Regions for your workload significantly affects your workload KPIs, including performance, cost, and carbon footprint. The Well-Architected Framework’s sustainability pillar offers design principles and best practices […]

NoSQL databases are an essential part of the technology industry in today’s world. Why are we talking about NoSQL databases? NoSQL databases often allow developers to be in control of the structure of the data, and they are a good fit for big data scenarios and offer fast performance. In this issue of Let’s Architect!, […]

The Internet of Things (IoT) brings sensors, cloud computing, analytics, and people together to improve productivity and efficiency. It empowers customers with the intelligence they need to build new services and business models, improve products and services over time, understand their customers’ needs to provide better services, and improve customer experiences. Business operations become more […]

The Author Spotlight series pulls back the curtain on some of AWS’s most prolific authors. Read on to find out more about our very own Luca Mezzalira’s journey, in his own words! My name is Luca, and I’m a Principal Serverless Specialist Solutions Architect—probably the longest job title I’ve ever had in my 20-year career […]