Tag: open source

This is a guest post by Maria Teleńczuk, research engineer at the Paris-Saclay Center for Data Science (CDS), and Alexandre Gramfort, senior research scientist at INRIA, the French National Institute for Research in Digital Science and Technology. Maria and Alexandre explain how they adapted their open source data challenge platform RAMP to train the models submitted by student challenge participants using Amazon Elastic Compute Cloud (Amazon EC2) Spot instances, and how they leveraged AWS to support three student challenges.

Rush University Medical Center embraced cloud transformation for internal operations and organizational needs as well as in response to the COVID-19 pandemic. The Rush analytics team worked with the city of Chicago department of public health to create a working reference implementation of a cloud-based public health analytics hub. This hub aggregates, combines, and analyzes multi-hospital data related to patient admissions, discharges and transfers, electronic lab reporting, hospital capacity, and clinical care documents of COVID-19 patients receiving care in and across Chicago hospitals.

Removing the barriers to rehousing, especially for those chronically homeless, is a critical part of a community’s efforts to combat homelessness. This month, the City of Baltimore is launching My Digital Data Locker, an innovative cloud-based platform that gives people who are experiencing homelessness a secure place to manage digital copies of vital documents. This service reduces one of the key barriers to housing for people experiencing homelessness: vital document storage and access. The solution uses the cloud.

Governments around the world want to accelerate their digital transformation to offer simpler access to citizen services online and earn trust with effective solutions. This includes things like being able to send notifications to users, providing a single log-in for government services, or publishing public health information in the wake of a pandemic. The AWS Government Transformation Team is here to help. We highlight available solutions and build new open source solutions that governments can leverage. Before developing new software, establishing a foundation with a sound design system is an important first step so our solutions are consistent, accessible, and simple to use. Read on to learn more about why starting with an open source design system is important and how we selected one for the software we’ve built and will build in the future.

Today, Amazon Web Services (AWS) announced Service Workbench on AWS, a web portal for researchers to deploy domain-specific data and tools on secure IT environments in minutes not months. Customers can accelerate research while promoting repeatability, multi-site collaboration, and cost transparency in the research process. Tailored for researchers, Service Workbench helps quickly and securely stand up research environments for their work, allowing them to focus on the research not the technology.

Governments, like the state government of California, are in the midst of a transition to a new way of delivering vital information, services and programs using technology and the cloud. Government organizations are adopting approaches pioneered in the technology industry, including user-centered design, agile development, data science, modular contracting, and the use of modern technology platforms. Many of these governments, like the state of California, are using Amazon Web Services (AWS) to respond quickly and scale to battle unprecedented challenges, like COVID-19, and help them quickly make decisions about how to protect their constituents.

Efforts to prevent and combat homelessness are limited by the lack of comprehensive data about people experiencing homelessness. This makes it difficult for states to identify trends and emerging needs to respond and make data-driven decisions about the effective deployment of resources. The cloud can help bridge information silos. Read on for examples of how states use the cloud to bridge data silos and better serve the homeless.

Demand for housing continues to increase, with demand outweighing supply. Nonprofits, including social housing organizations, work towards the mission of providing access to safe and affordable housing, rental assistance, and social services to low-income individuals and families in need. These organizations also play a critical role in supporting the elderly and vulnerable. And with homelessness projected to increase by 40-45 percent this year in the United States, these services are more in demand than ever. The cloud can help nonprofits that serve those in need while also driving innovation, saving costs, and speeding delivery of services. Learn how these AWS customers and partners are modernizing the way that mission-driven organizations provide housing assistance.

Data lakes can help hospitals and healthcare organizations turn data into insights and maintain business continuity, while preserving patient privacy. A data lake is a centralized, curated, and secured repository that stores all your data, both in its original form and prepared for analysis. A data lake enables you to break down data silos and combine different types of analytics to gain insights and guide better business decisions. In my previous post, “Getting started with a healthcare data lake,” I shared how to get started using data lakes in managing healthcare data and what a good “first sprint” architecture might look like. Here, I walk through building your first solution on AWS using a healthcare data lake as our example workload.

The COVID-19 pandemic magnified the health and financial strain in communities across the country. Before the pandemic hit, Wildfire, a state association for Community Action Agencies, was working with Prefix, an AWS Partner Network Technology Partner, to develop a cloud-based solution for utility and rental assistance. When the City of Phoenix requested they support the distribution of $20 million CARES Act funds, they shifted their resources and existing infrastructure and, in a matter of weeks, stood up a repeatable public-facing solution.