What is the ideal route through Singapore?
Will there still be a traffic jam when I get there?
Will there be a traffic jam at areas where the traffic is flowing fine now?
Can I plan my route based on how traffic will be when I get there instead of how it was 10 minutes ago?
Numascale Traffic Prediction
Numascale’s traffic analysis demo predicts traffic patterns over the next hour
- Real-time inputs
– GPS tracking in all cars aggregated real-time
- Historical data
– Traffic data for 3 years stored in-memory
Analysis compares real-time data with historical data to perform accurate predictions
Numascale Analytics Workflow
Smart Nation Traffic Analytics Architecture
Numascale’s expertise is in High Performance Data Analytics
A unique team of High Performance Computing Architecture experts combined with Data Scientists