Category: AWS GovCloud (US)

Government agencies are increasingly using large language models (LLMs) powered by generative artificial intelligence (AI) to extract valuable insights from their data in the Amazon Web Services (AWS) GovCloud (US) Regions. In this guide, we walk you through the process of hosting LLMs on Amazon Elastic Compute Cloud (Amazon EC2) instances, using the Hugging Face Text Generation Inference (TGI) Container (TGI) for serving custom LLMs.

AWS GovCloud (US) was architected to have isolation (both physically and logically) from other AWS partitions for compliance. For this reason, AWS services, used to privately interconnect virtual private cloud (VPC) hosted resources within the same partition like AWS PrivateLink, Amazon Virtual Private Cloud (Amazon VPC) peering, or AWS Transit Gateway peering, cannot span from AWS GovCloud (US) to commercial Regions natively by design. In this post, we will highlight four connectivity patterns customers can use to interconnect VPC hosted systems cross partition.

The US Air Force (USAF) is responsible for more than 5,400 aircraft with an average age of 28 years. Read this blog post to learn how USAF employs predictive maintenance solutions, powered by Amazon Web Services (AWS), to predict when aircraft need to be grounded for repairs or updates, which helps maintain mission readiness while lowering maintenance costs.

Justice and public safety agencies and their solution providers are building highly available, resilient, and secure applications on AWS at a rapid pace. As these solutions are built, AWS’s innovative features and security controls can help customers comply with the latest Federal Bureau of Investigation (FBI) Criminal Justice Information Services (CJIS) Security Policy updates, and align with CJIS compliance not only in AWS GovCloud (US), but also in AWS (US) Commercial regions. Customers can confidently deploy CJIS workloads in either AWS (US) Region, while maintaining access to simple and powerful cloud native tools to manage the full lifecycle of sensitive data.

Many public sector customers are interested in building secure, cost-effective, reliable, and highly performant applications. Technologies like containerization and serverless help customers migrate and modernize their applications. In this blog post, learn how public sector customers use offerings from AWS like AWS Lambda, Amazon Elastic Kubernetes Service (Amazon EKS), Amazon Elastic Container Service (Amazon ECS) to build modern applications supporting diverse use cases, including those driven by machine learning (ML) and generative artificial intelligence (AI). If you want to learn more on this topic, please register to attend the webinar series, Build Modern Applications on AWS.

GraphQL is a query language and server-side runtime system for application programming interfaces (APIs) that prioritizes giving clients exactly the information they request and no more. GraphQL can help public sector customers focus on their data and provide ways to explore the data in their APIs. Learn a reference architecture using serverless technologies that you can use to build GraphQL-enabled solutions in the AWS GovCloud (US) Regions to unify data access in real-time and simplify operations.

There may be use cases where customers must orchestrate actions spanning AWS GovCloud (US) and standard AWS partitions. The common reasons customers may need to invoke AWS services in a standard account from an AWS GovCloud (US) account (or vice versa) include: cross-domain applications, feature parity, and if the AWS service doesn’t exist in AWS GovCloud (US). In this blog post, learn how to navigate these scenarios.

AWS IAM Identity Center (successor to AWS Single Sign-On) provides administrators with a simple way to manage identity and access (IAM) across numerous AWS accounts. IAM Identity Center is available in the AWS GovCloud (US) Regions, enabling customers to simply manage access to numerous AWS accounts in their AWS GovCloud (US) organizations. In this blog post, learn four different architecture patterns for providing an organization’s AWS users with access to both standard and AWS GovCloud (US) accounts using IAM Identity Center that can help minimize administrative overhead and simplify the user experience.

Modern applications built using microservices architectures improve customer experience by dramatically reducing the risk of failures in a web application. In this blog post, we present a sample AWS reference architecture of a microservices application built using an architecture framework based in AWS GovCloud (US), which can help support adherence to a Federal Risk and Authorization Management Program (FedRAMP) High Baseline.

In mid-February of 2022, the US federal government began planning the return-to-office after the COVID-19 pandemic. The US Department of Justice (DOJ) Tax Division needed to quickly build and launch a telework authorization application by April 1, which would help their more than 500 attorneys, paralegals, and administrative personnel request a hybrid work arrangement—all while keeping sensitive information compliant and secure. To do this, the DOJ Tax Division worked with AWS to build an enterprise-level telework approval application in less than two months, before the Division’s re-entry in mid-April of 2022.