Tag: architecture

Data lakes can help hospitals and healthcare organizations turn data into insights and maintain business continuity, while preserving patient privacy. This blog post is part of a larger series about getting started with setting up a healthcare data lake. In this blog post, I detail how the solution has evolved at a foundational level over the series to include microservices. I describe the design decisions I’ve made and the additional features used. You can access code samples for this solution through a GitHub repo for reference.

To mitigate synthetic fraud, government agencies should consider complementing their rules-based improper payment detection systems with machine learning (ML) techniques. By using ML on a large number of disparate but related data sources, including social media, agencies can formulate a more comprehensive risk score for each individual or transaction to help investigators identify improper payments efficiently. In this blog post, we provide a foundational reference architecture for an ML-powered improper payment detection solution using AWS ML services.

As the number of spacecraft and spacecraft missions accelerates, moving aerospace and satellite operations to the cloud via digital transformation — including virtualizing the ground segment — is key for economic viability. In this blog post, we explain the benefits of virtualizing the ground segment in the cloud and present the core components of a reference architecture that uses AWS to support several stages of a comprehensive ground segment virtualization. Then, working from this model, we present additional reference architectures for virtualizing the ground segment that can accommodate various requirements and usage scenarios.

The AWS Secure Environment Accelerator (ASEA) landing zone helps customers deploy and operate a secure multi-account, multi-Region AWS environment. Governments in Canada and others around the world currently use the ASEA, with over 30 deployments to date. Some of these same customers also use VMware Cloud on AWS to integrate on-premises vSphere environments, allowing them to move existing workloads to the cloud more quickly. Integrating your VMware workload with natively managed AWS services can help you reduce your operational overhead and optimize your total cost of ownership (TCO). In this blog post, we review the technical considerations related to integrating your ASEA landing zone with your VMware Cloud on the AWS environment.

Government departments work hard to meet required security framework controls for cloud services, and obtaining an Authority to Operate (ATO) can sometimes take up to 18 months. To assist with this process, AWS developed the open-source AWS Secure Environment Accelerator (ASEA), a tool designed to help deploy and operate secure multi-account AWS environments. This post describes how government departments can more simply deploy a web application consisting of a single-page application (SPA), backend API, and database within ASEA.

Public sector organizations—from state and local governments, to nonprofits, federal, and defense agencies—often ask us, “How does Amazon innovate?” Our approach centers on four pillars that help us innovate on behalf of our customers: culture, mechanisms, architecture, and organization.