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Rivian: Scaling Data and ML Platforms for Advanced Driver-Assistance Systems

Data Science Conference via YouTube

Overview

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Discover how Rivian developed a scalable platform to manage complex data pipelines and ML workloads powering their advanced driver-assistance system (ADAS) platform in this conference talk from DSC EUROPE 24. Aleksandar Cvejic explains the overall architecture and infrastructure of Rivian's internal platform designed to streamline data processing and pipeline management. Learn about the implementation of KubeRay, Kueue, and EKS for orchestrating ML workloads at scale, and explore the custom infrastructure and tooling that Rivian built to support these processes. This 24-minute presentation was delivered on November 21st at DSC EUROPE 24 in Belgrade.

Syllabus

Rivian: Scaling Data & ML Platforms | Aleksandar Cvejic | DSC EUROPE 24

Taught by

Data Science Conference

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