AWS Public Sector Blog

Category: Technical How-to

How to manage Amazon SageMaker code with AWS CodeCommit

How to manage Amazon SageMaker code with AWS CodeCommit

To help protect investments on ML, government organizations can securely store ML source code. Storing Amazon SageMaker Studio code in an AWS CodeCommit repository enables you to keep them as standalone documents to reuse in the future. SageMaker Studio provides a single, web-based visual interface where you can perform all ML development steps required to prepare data and build, train, and deploy models. Read on to learn the steps to configure a git-based repository on CodeCommit to manage ML code developed with SageMaker.

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human genome

Accelerating genome assembly with AWS Graviton2

One of the biggest scientific achievements of the twenty-first century was the completion of the Human Genome Project and the publication of a draft human genome. The project took over 13 years to complete and remains one of the largest private-public international collaborations ever. Advances since in sequencing technologies, computational hardware, and novel algorithms reduced the time it takes to produce a human genome assembly to only a few days, at a fraction of the cost. This made using the human genome draft for precision and personalized medicine more achievable. In this blog, we demonstrate how to do a genome assembly in the cloud in a cost-efficient manner using ARM-based AWS Graviton2 instances.

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man and son work in woodshop to build birdhouse

Purpose-built databases: The model for building applications in the cloud

The era of the cloud has simply accelerated the push to microservices as organizations want to adopt new, distributed models for building applications to drive agility, innovation, and efficiency. The AWS portfolio of purpose-built databases can help with this movement. AWS offers a broad and deep portfolio of purpose-built databases that support diverse data models and allow customers to build data driven, highly scalable, distributed applications. This allows you to pick the best database to solve a specific problem and break away from restrictive commercial databases to focus on building applications to meet the needs of their organization.

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Sharing SAS data with Athena and ODBC

Sharing SAS data with Athena and ODBC

If you share data with other researchers, especially if they are using a different tool, you can quickly run into version issues, not knowing which file is the most current. Rather than sending data files everywhere, AWS offers a simple way to store your data in one central location so that you can read your data into SAS and still share it with other colleagues. In this blog post, I will explain how to export your data, store it in AWS, and query the data using SAS.

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Mineduc Digital app on a smart phone

Enabling remote education in Guatemala with scalable learning platform Mineduc Digital

AWS Partner ITZ Data, with support from UNICEF and the Canadian Embassy in Guatemala, helped Ministerio de Educación de Guatemala launch Mineduc Digital—the country’s first online platform where students can access digital self-study guides from any device connected to the internet. The Ministry implemented the solution in less than two months, paving the way for the digital transformation of their education system. The solution was built on AWS.

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aerial view of yellow sneakers on blue sports surface

Using AWS for on-premises WordPress site continuity

Applications running on LAMP (Linux, Apache, MySQL, and PHP) stack are ubiquitous—WordPress alone represents 38% of all content management systems. Because of the popularity of these applications, public sector organisations such as educational institutions should protect their business continuity by implementing disaster recovery (DR) solutions: policies, tools, and procedures to help the recovery or continuation of technology infrastructure and systems following a disaster. AWS Professional Services created a business continuity solution for on-premises LAMP applications that could eliminate the need for physical backup infrastructure and improve recovery time. The solution was recently piloted by Cardiff University.

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Encryption in transit for public sector

Encryption-in-transit for public sector workloads with AWS Nitro Enclaves and AWS Certificate Manager

Government, education, nonprofit, healthcare, and other public sector organizations process and store sensitive data including health records, tax data, PII, student data, criminal justice information, and financial data. These workloads carry stringent security and compliance requirements to protect the confidentiality, integrity, and availability of this data both in transit and at rest. Best practices for protection of data in transit include enforcing appropriately defined encryption requirements, authenticating network communications, and implementing secure key and certificate management systems. In this post, I demonstrate a solution for deploying a highly available and fault tolerant web service with managed certificates and TLS termination performed on customer-managed EC2 Nitro instances using ACM for Nitro Enclaves.

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Accelerate remote learning in minutes using Moodle on AWS

Accelerate remote learning in minutes using Moodle on AWS

UNESCO estimated in 2019 that over 12 million people took part of some kind of online learning. Last year, education institutions quickly implemented online learning tools in response to social distance measures adopted worldwide during the COVID-19 pandemic. One of the most popular tools in the education sector is Moodle with 253 million users from 241 countries. Moodle is an online learning, open source platform designed to create customized learning environments through a simple interface, with drag and drop features. Learn how to deploy Moodle on AWS in four steps.

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Telehealth NLCHI

How NLCHI provides hybrid access to their EHR system through AWS PrivateLink

The Newfoundland and Labrador Centre for Health Information (NLCHI) provides quality information to health professionals, the public, researchers, and health system decision makers. Through collaboration with the health system, NLCHI supports the development of data and technical standards, maintains key health databases, carries out analytics and evaluation, and supports health research. This post details how NLCHI is able to provide secure and scalable access to their on-premises provincial electronic health record (EHR) system, by trusted and authorized partners who run on AWS, through the use of AWS PrivateLink, Network Load Balancer, and AWS Site-to-Site VPN.

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MATLAB Web App Server AWS

Sharing MATLAB applications on AWS using the MATLAB Web App Server

If you are a researcher or scientist, you may be familiar with MATLAB, a computational analysis tool produced by Mathworks. And if you work in higher education, you may work with individuals and groups outside of your organization for data collection or the analysis of that data. Learn how to extend the reach of MATLAB applications on AWS by using the MATLAB Web App Server.

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