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Handling the Headaches of Big Data with Rails


We recently worked on a mapping application that lets users monitor their driving habits using real time data from their cars. The data came in the form of latitude/longitude points, from which we would build a trip and calculate statistics for that trip (speeding, distance, etc).

Because the car sends lat/long data every second, a Trip object can contain thousands of points. Each of these points in turn stores the standard rails timestamps, the latitude and longitude themselves, and some relational keys.

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