Atos: Autonomous Driving: HPC Under the Hood?
AI/Machine Learning/Deep Learning
TimeTuesday, June 18th2:40pm - 3pm
DescriptionProducing Level 5 Autonomous driving vehicles will require a safe decision-making system able to take into account a large uncertainty set coming from sensors (cameras, lidar, …) and car surroundings, including weather condition, traffic, pedestrian behavior… Such a decision system needs to be thoroughly simulated before launching on-road tests where wrong decisions could have a direct impact on human lives.
Atos, as a key European player in the HPC market, with the support of its partners, can help the autonomous vehicles simulation market to address the whole pipeline needed for developing the next generation of autonomous vehicles. This presentation will tackle all the challenges encountered in the Level 5 simulation field, from on-car data collection to datalake solution and data management governance, including large scale HPC systems integrating a mix of HPC and AI workflow management tools. It will also address the development of the European Processor Initiative (EPI) aiming to deliver the first European processor integrating a core architecture designed both for HPC simulation needs and for the embedded automotive market.
AI Product Manager