AWS Architecture Blog

Field Notes: Integrating Active Directory Federation Service with AWS IAM Identity Center

March, 2026: All references of AWS Single Sign-On (AWS SSO), which is now AWS IAM Identity Center, were updated. Enterprises use Active Directory Federation Services (AD FS) with single sign-on, to solve operational and security challenges by allowing the usage of a single set of credentials for multiple applications. This improves the user experience and […]

Figure 2: Automated batch ACT translation solution architecture

Speed Up Translation Jobs with a Fully Automated Translation System Assistant

Like other industries, translation and localization companies face the challenge of providing fast delivery at a low cost. To address this challenge, organizations use Machine Translation (MT) to complement their translator teams. MT is the use of automated software that translates text without the need of human involvement. One of the most recent advancements is […]

Field Notes: How to Enable Cross-Account Access for Amazon Kinesis Data Streams using Kinesis Client Library 2.x

Businesses today are dealing with vast amounts of real-time data they need to process and analyze to generate insights. Real-time delivery of data and insights enable businesses to quickly make decisions in response to sensor data from devices, clickstream events, user engagement, and infrastructure events, among many others. Amazon Kinesis Data Streams offers a managed […]

Event sourcing architecture

How The Mill Adventure Implemented Event Sourcing at Scale Using DynamoDB

This post was co-written by Joao Dias, Chief Architect at The Mill Adventure and Uri Segev, Principal Serverless Solutions Architect at AWS The Mill Adventure provides a complete gaming platform, including licenses and operations, for rapid deployment and success in online gaming. It underpins every aspect of the process so that you can focus on […]

Figure 1. Data flow - Source to data lake target

Hybrid Cloud Architectures Using Self-hosted Apache Kafka and AWS Glue

Using analytics to gain insights from a variety of datasets is key to successful transformation. There are many options to consider to realize the full value and potential of our data in a hybrid cloud infrastructure. Common practice is to route data produced from on-premises to a central repository or data lake. Here it can […]

Figure 5. Event registration and check-in

Using AWS Serverless to Power Event Management Applications

Most large events have common activities such as event registration, check-in upon arrival, and requesting of amenities. When designing applications, factors such as high availability, low latency, reliability, and security must be considered. In this blog post, we’d like to show how Amazon Web Services (AWS) can assist you in event planning activities. We’ll share […]

Figure 4. Machine to Cloud Connectivity (M2C2) Framework architecture

Securely Ingest Industrial Data to AWS via Machine to Cloud Solution

As a manufacturing enterprise, maximizing your operational efficiency and optimizing output are critical factors in this competitive global market. However, many manufacturers are unable to frequently collect data, link data together, and generate insights to help them optimize performance. Furthermore, decades of competing standards for connectivity have resulted in the lack of universal protocols to […]

Architecture for a multi-Region setup using a Region and Outpost

Ensure Workload Resiliency and Comply with Data Residency Requirements with AWS Outposts

Personally Identifiable Information (PII) and Personal Health Information (PHI) data are critical to the continued operation of healthcare organizations. Disaster recovery (DR) strategies must ensure that healthcare provider workloads with PII and PHI data operate with near-zero data loss recovery point objective (RPO) and recovery time objective (RTO). In most cases, an organization would typically […]

Field Notes: Automate Disaster Recovery for AWS Workloads with Druva

This post was co-written by Akshay Panchmukh, Product Manager, Druva and Girish Chanchlani, Sr Partner Solutions Architect, AWS. The Uptime Institute’s Annual Outage Analysis 2021 report estimated that 40% of outages or service interruptions in businesses cost between $100,000 and $1 million, while about 17% cost more than $1 million. To guard against this, it […]

Figure 1. OR optimization options

Emerging Solutions for Operations Research on AWS

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Operations research (OR) uses mathematical and analytical tools to arrive at optimal solutions for complex business problems like workforce scheduling. The mathematical techniques used to solve these problems, such as linear programming and mixed-integer programming, require the use of optimization […]