AWS Public Sector Blog

Category: Public Sector

Photo by Hunter Harritt on Unsplash

Modern data engineering in higher ed: Doing DataOps atop a data lake on AWS

Modern data engineering covers several key components of building a modern data lake. Most databases and data warehouses, to an extent, do not lend themselves well to a DevOps model. DataOps grew out of frustrations trying to build a scalable, reusable data pipeline in an automated fashion. DataOps was founded on applying DevOps principles on top of data lakes to help build automated solutions in a more agile manner. With DataOps, users apply principles of data processing on the data lake to curate and collect the transformed data for downstream processing. One reason that DevOps was hard on databases was because testing was hard to automate on such systems. At California State University Chancellors Office (CSUCO), we took a different approach by residing most of our logic with a programming framework that allows us to build a testable platform. Learn how to apply DataOps in ten steps.

Read More

The COVID-19 infodemic: How Novetta uses machine learning to analyze unproven narratives on social media

The COVID-19 pandemic is driving a parallel “infodemic”: the rapid spread of competing and often harmful narratives about the virus. Social media plays a central role in this infodemic, serving as a forum for the spread and evolution of theories and beliefs with origins in broadcast, print, online news, blogs, and other digital arenas. As the COVID-19 infodemic grew, Novetta used AWS to create Rapid Narrative Analysis (RNA), a solution that achieves accuracy by using human expertise at critical stages of analysis while using machine learning (ML) models to rapidly diagnose the severity of the spread of key narratives at a speed needed to take effective action.

Read More
woman with headphones working at laptop in her kitchen

Simpson College and eThink Education: Promoting institutional success through Moodle

As the COVID-19 pandemic spread across the globe in the initial months of 2020, colleges and universities saw their regular learning plans upended. In many instances, in only a week, higher education institutions reconfigured their pedagogical infrastructure for hundreds or thousands of students with widely varying requirements and learning environments. Given the circumstances and the tight timeframe, it was natural for many schools to rely on their existing learning management systems (LMS) in order to transition to fully online learning. Learn how Simpson College went several steps further, leveraging its Moodle LMS not only to provide its courses but also to fuel success for students and the institution, and set up a new way of operating beyond the pandemic.      

Read More

What’s next for Europe’s data revolution? AWS joins the GAIA-X initiative

Using data for commercial advantage and improved citizen services is at the heart of Europe’s next wave of initiatives. GAIA-X is an initiative that aims to bring together representatives from business, science, and politics to help define standards for the next generation of data infrastructure, which includes an open transparent and secure digital ecosystem, where data and services can be made available, collated, and shared in an environment of trust. AWS has participated in multiple GAIA-X technical working groups and has actively supported the initiative from its beginning. We’re here to help our European customers and partners accelerate cloud-driven innovation in Europe—to compete at home and globally. As we announce our membership of GAIA-X, it’s important to understand what’s driving our involvement and support.

Read More
Enabling SAML AWS SSO GovCloud

Enabling SAML 2.0 federation with AWS SSO and AWS GovCloud (US)

AWS SSO helps administrators centrally manage access to multiple AWS accounts that are members of an AWS Organization. End users can authenticate and then access all their AWS accounts from a single interface. Using AWS SSO as a SAML identity provider for your AWS accounts also has security benefits: user credentials provided via federation are temporary. AWS SSO does not automatically detect AWS GovCloud (US) accounts associated with standard AWS accounts in your AWS Organization. AWS SSO is also not currently available in AWS GovCloud (US). As a result, AWS SSO cannot be used to automatically provision access for your users into an AWS GovCloud (US) account. However, this functionality can be extended to enable federation into AWS GovCloud (US) with a “custom SAML 2.0 application” in AWS SSO.

Read More
earth connections light blockchain

How AWS and blockchain make it possible to meet the challenges of interoperability in healthcare

Health information is generally disorganized, unstructured, and stored in various formats, making it impractical to trace patient history and promote the exchange of information on a national scale with other health professionals. A solution to this issue is the creation of a unique patient registry, which can be defined as a repository of retrospective, current, and prospective information of the patient in digital format. The main objective of this registry is to promote integrated, continuous, efficient, quality health care. In addition, the registry needs to be accessible and available to different health institutions. When building these registries, it’s necessary to use standards to define not only how the information is structured, but also how it can be retrieved and shared among the different HIS in a safe, scalable, cost-efficient way. This can be done using blockchain.

Read More
CloudBank

Simplifying access to cloud resources for researchers: CloudBank

To better support the growing use of cloud computing resources with increasing data- and compute-intensive research and education workloads, the National Science Foundation’s (NSF) Directorate for Computer and Information Science and Engineering (CISE) announced the Cloud Access solicitation in September 2018. The NSF, through its competitive merit review process, selected CloudBank. Researchers that use CloudBank gain access to advanced hardware resources such as CPUs, GPUs, FPGAs, ASICs, and quantum processing units (QPUs). In addition, CloudBank offers proposal assistance, facilitated cloud access and account management, monitoring and resource usage optimization, and eliminates university overhead/indirect costs, and provides curated training materials, classroom, and help desk support.

Read More
birds eye view of forest evergreen trees; Photo by John O'Nolan on Unsplash

Mission: Meeting environmental sustainability goals

From renewable energy projects around the globe to reducing water usage in data centers to the Amazon Sustainability Data Initiative (ASDI), improving environmental sustainability is possible with the cloud. By using the Amazon Web Services (AWS) Cloud, organizations can achieve both their missions and their environmental sustainability goals. At AWS, we are committed to running our business in the most environmentally friendly way possible. Read on to learn from AWS experts on why it is greener in the cloud as well as from customers on how the cloud has reduced their carbon footprint, paper usage, and waste.

Read More
hackathon

Improving government services: IDE extension for COBOL syntax highlighting wins the third annual AWS Hackathon for Good

At the AWS Nonprofit Hackathon for Good, 484 participants built solutions to help relieve the burden on developers in the government who are facing increasing demands on their systems during COVID-19. Hackathon participants were tasked with improving the workflows of the frontline developers who maintain mission-critical COBOL applications. The winning solution created an integrated developer environment (IDE) extension for COBOL syntax highlighting, and is now available in the VS Code Marketplace.

Read More
One on One reach

Meeting Caribbean learners’ needs with secure, resilient platform built on AWS

As a result of COVID-19, the Jamaican Ministry of Education, Youth and Information (MOEY) selected One on One as the country’s official virtual school to expand online learning across the country. One on One Educational Services (One on One), a Jamaica-based, an e-learning solutions provider operating across the Caribbean, meets learners’ needs with their secure, resilient learning management platform built on AWS. The platform helped 44,025 students complete their school curriculum, despite the pandemic’s classroom disruption. One on One for Classroom® reached a peak of 12,000 students in attendance on a single day and 235,520 students in attendance throughout the entire period.

Read More