Supercomputing Enabled Deployable Analytics for Disaster Response

08/26/2021
by   Kaira Samuel, et al.
0

First responders and other forward deployed essential workers can benefit from advanced analytics. Limited network access and software security requirements prevent the usage of standard cloud based microservice analytic platforms that are typically used in industry. One solution is to precompute a wide range of analytics as files that can be used with standard preinstalled software that does not require network access or additional software and can run on a wide range of legacy hardware. In response to the COVID-19 pandemic, this approach was tested for providing geo-spatial census data to allow quick analysis of demographic data for better responding to emergencies. These data were processed using the MIT SuperCloud to create several thousand Google Earth and Microsoft Excel files representative of many advanced analytics. The fast mapping of census data using Google Earth and Microsoft Excel has the potential to give emergency responders a powerful tool to improve emergency preparedness. Our approach displays relevant census data (total population, population under 15, population over 65, median age) per census block, sorted by county, through a Microsoft Excel spreadsheet (xlsx file) and Google Earth map (kml file). The spreadsheet interface includes features that allow users to convert between different longitude and latitude coordinate units. For the Google Earth files, a variety of absolute and relative colors maps of population density have been explored to provide an intuitive and meaningful interface. Using several hundred cores on the MIT SuperCloud, new analytics can be generated in a few minutes.

READ FULL TEXT

page 1

page 3

page 4

page 5

research
01/15/2013

3D Geological Modeling and Visualization of Rock Masses Based on Google Earth: A Case Study

Google Earth (GE) has become a powerful tool for geological modeling and...
research
04/18/2021

FOX: Hardware-Assisted File Auditing for Direct Access NVM-Hosted Filesystems

With emerging non-volatile memories entering the mainstream market, seve...
research
11/10/2021

A Visual Analytics Framework for Distributed Data Analysis Systems

This paper proposes a visual analytics framework that addresses the comp...
research
04/14/2010

Autoplot: A browser for scientific data on the web

Autoplot is software developed for the Virtual Observatories in Heliophy...
research
12/18/2015

Cloud Computation and Google Earth Visualization of Heat/Cold Waves: A Nonanticipative Long-Range Forecasting Case Study

Long-range forecasting of heat/cold waves is a topical issue nowadays. H...
research
12/25/2012

Discrete Surface Modeling Based on Google Earth: A Case Study

Google Earth (GE) has become a powerful tool for geological, geophysical...
research
01/16/2022

PolicyCLOUD: A prototype of a Cloud Serverless Ecosystem for Policy Analytics

We present PolicyCLOUD, a prototype for an extensible, serverless cloud-...

Please sign up or login with your details

Forgot password? Click here to reset