Other Case Studies
Automated Route Planning for Meter Reading – City of Vancouver
The City of Vancouver collects water readings from thousands of residences and businesses, but has never optimized the pedestrian routes the readers take. Refractions developed algorithms to create the most efficient routes of the correct length for readers.
Hectares BC – Biodiversity BC on behalf of a broad partnership of partners
Biodiversity BC and its government and non-government partners were looking for regional-level environmental statistics. Refractions proposed a new approach to generating GIS summaries, using the power of a relational database and web tools to provide GIS analysis to users who previously had no access to it.
Digital Road Atlas – BC Integrated Land Management Bureau
Refractions provides full-service support for the British Columbia Digital Roads Atlas – systems design, maintenance, data conflation, client service, and rapid response.
Caribou Habitat Assessment and Supply Estimator – Wildlife Infometrics Inc.
Refractions converted a legacy habitat modelling system based on ArcView 3.X to ArcGIS 9.2, and automated the workflow to provide faster turnaround time for model runs.
Line Cleaner – BC Ministry of Forests
The British Columbia Ministry of Forests needed a tool to conflate multiple roads databases into a single working layer. Refractions delivered the algorithms and a user interface based on the uDig platform.
Interest Reports – BC Ministry of Agriculture & Lands
Refractions developed an ArcMap extension to automate the calculation of standard reports joining a massive shape-file archive with a large Oracle database.
Mobile GIS – UN Food & Agriculture Organization
UN FAO needed a data collection tool that could run disconnected and didn't have a per-seat licensing cost. Refractions delivered a simple tool using the uDig desktop platform.
Open Web Services, Phase 3 – Open Geospatial Consortium
The Open Geospatial Consortium runs regular “testbed” projects to field-test new concepts in geospatial interoperability. Refractions was a part of the OWS-3 initiative, and built a uDig-based “GeoDSS” client to provide access to several other OGC standard services, including a prototype GeoVideo service.
uDig Training Session – International Potato Center, Peru
The International Potato Center wanted to migrate their potato genetics modelling application to uDig and Eclipse RCP. Refractions prepared a one-week training course and delivered it on-site in Lima, Peru to a group of developers from around the world.
Landslide Reporting Web Application – Western Forest Products
Western Forest Products wanted to move to an open source infrastructure to roll out internal data gathering applications. Refractions helped set up the initial infrastructure and built a template application for landslide reporting.
Open Source Web Mapping Pilot – AT&T Wireless
Our Client
AT&T Wireless (now Cingular Wireless)
Bothell, Washington
Fall, 2004
Project Background
AT&T Wireless had built an internal mapping application to drive a retail store locator and wireless coverage map. Using a proprietary software stack (MapInfo MapXtreme on Oracle Spatial) the application was deployed internally to a small group of clients (the inside sales team).
Despite minor complaints about speed, the original application served the internal clients adequately enough. However, when the time came to roll the services out to the public web site, AT&T had a major problem – there was no way to scale-up the application to service the loads that the public site would generate.
- The current site was already running noticeably slowly with just a few hundred users, on expensive Sun hardware. Substantially more hardware would be required to support the public site.
- The licensing cost of the MapXtreme/Oracle Spatial combination would dwarf the hardware cost as the amount of servers was scaled up. Total costs just to support such a mapping application would be into seven figures
AT&T needed a new solution that could scale to handle the higher load, without breaking the bank.
Refractions' Solution
AT&T Wireless contracted Refractions to build a proof-of-concept alternative using an open source software stack – UMN Mapserver on PostGIS/PostgreSQL.
The goal was to show that an open source solution could perform exactly the same tasks as the existing software stack – to replicate the existing application with a different backend.
AT&T had short deadlines, and Refractions worked with their team to implement a complete system within their timeframe. Refractions installed the software, prepared road network data and loaded it into the database, created sophisticated map styles to and cartography, and wrote a new geocoding module for PostGIS to handle address look-ups.
The entire proof-of-concept, from an initial meeting to a fully operational system, was delivered in under two months.
The Result
Immediately, AT&T's new open source application ran several times faster than their original system, even though it was deployed on commodity Intel hardware.
Additionally, because there was no software license cost AT&T had the option of scaling their application for only the cost of hardware. Finally, because the new application ran faster, on commodity hardware, the hardware scaling cost was reduced as well.
© Copyright 2004 Refractions Research Inc.