GPSinsights poster
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GPSInsights is a scalable framework for efficiently storing and mining massive volumes of real-time GPS data reported every second from millions of vehicles. The framework was developed to address challenges with analyzing this type of location data including its size, imprecise measurements, and need to integrate the data with maps during processing.
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GPSinsights poster
- 1. GPSInsights: A scalable framework for storing and mining massive location data Linh-Truong Hoang, Duy-Khanh Bui, Viet-Trung Tran Knowledge and Data Engineering Laboratory School of information and communication technology Hanoi university of science and technology Storing and mining massive GNSS data in REAL-TIME - Real-time, reported every seconds - Massive in volume, from millions of cars - “Bad” unprecise data - Need to process within maps GPSInsights: Towards an efficient framework for storing and mining massive vehicle location data. Hoang L.-T, Nguyen T.-K, Tran V.-T.. The sixth international symposium on information and communication technology. 2015.