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Daniel Davenport

Daniel Davenport

mediator of agentic desire

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The Global Virtual Workbench: Autonomous Driving Systems Design and Development

5 min readSep 16, 2023
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The automotive industry stands at the precipice of a monumental transition — from traditional manufacturing to a software-defined future driven by autonomous mobility.

This shift brings with it unprecedented computing challenges, requiring automakers to assemble robust cloud-based development environments capable of virtually unlimited scale. Industry leaders like BMW, AWS, and Continental are pioneering these parallel “workbenches in the cloud,” fundamentally transforming how vehicular systems are engineered. As the race to develop fully autonomous cars accelerates, victory will belong to those who build the ultimate cloud-based workbench for autonomy.

The Cloud: A Game-Changer in Autonomous Driving

The path to autonomous driving has always led through the cloud. The sheer amount of data processing required to develop and refine automated driving systems is beyond the scope of any on-premises compute infrastructure. From sensor data aggregation to advanced neural network training, automakers recognized early on the need for virtually unlimited cloud resources.

AWS has emerged as a platform of choice, with its tailored solutions for connected vehicles, digital customer engagement, and autonomous…

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