AWS Architecture Blog
Data warehouse and business intelligence technology consolidation using AWS
Organizations have been using data warehouse and business intelligence (DWBI) workloads to support business decision making for many years. These workloads are brought to the Amazon Web Services (AWS) platform to utilize the benefit of AWS cloud. However, these workloads are built using multiple vendor tools and technologies, and the customer faces the burden of […]
Image background removal using Amazon SageMaker semantic segmentation
Many individuals are creating their own ecommerce and online stores in order to sell their products and services. This simplifies and speeds the process of getting products out to your selected markets. This is a critical key indicator for the success of your business. Artificial Intelligence/Machine Learning (AI/ML) and automation can offer you an improved […]
Let’s Architect! Understanding the build versus buy dilemma
Vendor lock in happens when you commit to a specific technology and then don’t have the freedom to maintain full control of your applications. Even if you want to switch to another vendor, it’s not easy because of the financial investment, effort, and time needed to do so. In the cloud computing, technology changes quickly, […]
Serverless architecture for optimizing Amazon Connect call-recording archival costs
In this post, we provide a serverless solution to cost-optimize the storage of contact-center call recordings. The solution automates the scheduling, storage-tiering, and resampling of call-recording files, resulting in immediate cost savings. The solution is an asynchronous architecture built using AWS Step Functions, Amazon Simple Queue Service (Amazon SQS), and AWS Lambda. Amazon Connect provides an […]
Continually assessing application resilience with AWS Resilience Hub and AWS CodePipeline
As customers commit to a DevOps mindset and embrace a nearly continuous integration/continuous delivery model to implement change with a higher velocity, assessing every change impact on an application resilience is key. This blog shows an architecture pattern for automating resiliency assessments as part of your CI/CD pipeline. Automatically running a resiliency assessment within CI/CD […]
Author Spotlight: Margaret O’Toole, WW Tech Leader in Sustainability at AWS
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 Margaret O’Toole’s journey, in her own words! My favorite part of working at AWS is collaborating with my peers. Over the last five years, I’ve had the pleasure to work […]
Let’s Architect! Architecting for front end
Many workloads in the cloud need a front-end interface for interacting with APIs, either for populating content or for consuming it. This edition of Let’s Architect! shows you how to scale your front-end applications and serve data across multiple devices. Micro-frontend Architectures on AWS Micro-frontends are the technical representation of a business subdomain, they allow […]
Identification of replication bottlenecks when using AWS Application Migration Service
Enterprises frequently begin their journey by re-hosting (lift-and-shift) their on-premises workloads into AWS and running Amazon Elastic Compute Cloud (Amazon EC2) instances. A simpler way to re-host is by using AWS Application Migration Service (Application Migration Service), a cloud-native migration service. To streamline and expedite migrations, automate reusable migration patterns that work for a wide […]
Considerations for modernizing Microsoft SQL database service with high availability on AWS
Many organizations have applications that require Microsoft SQL Server to run relational database workloads: some applications can be proprietary software that the vendor mandates Microsoft SQL Server to run database service; the other applications can be long-standing, home-grown applications that included Microsoft SQL Server when they were initially developed. When organizations migrate applications to AWS, […]
Use templated answers to perform Well-Architected reviews at scale
For larger customers, performing AWS Well-Architected (AWS WA) Framework reviews often involves a combination of different teams. Coordinating participants from each team in order to perform a review increases the time taken and is expensive. In a large organization, there are often hundreds of AWS accounts where teams can store review documents, which means there […]