How to manage 3 billion miles of driving data?

Automated vehicles generate up to 10 TB of data per hour and robust autonomous driving starts with understanding this data in depth. In order to leverage the sensor data, engineers spent up to 75% of their time manually exploring, curating and selecting this data. Today, they cannot rely on common tools, because the raw data is unstructured, which prohibits the use of status quo databases. As a result productivity and progress are much lower than would be necessary...
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