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World Congress 2023 • Oct 6, 2023

A solution to embed container technologies into automotive environments

Falk Langer , Lukas Stahlbock

How do you run containers when safety regulations demand a two-second boot time? Discover how a custom Rust platform and cached configurations cut automotive startup times by 67%.

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#1 about 3 min

Challenges of applying DevOps to autonomous vehicles

Why standard software development cycles fail for self-driving cars and embedded systems.

#2 about 5 min

Expanding continuous integration to MLOps and IoTOps

Adapting iterative delivery loops for machine learning and disconnected nomadic devices via mission control.

#3 about 2 min

Resource constraints and non-functional requirements for containers

Overcoming resource limitations and execution latency rules when operating containers inside closed vehicle environments.

#4 about 6 min

Optimizing container startup times on embedded reference hardware

Caching container configurations and merging root file systems to bypass native toolchain overhead.

#5 about 4 min

Developing a lightweight custom IoT management platform

Replacing resource-heavy orchestration frameworks with a custom Rust-based device manager for embedded architectures.

#6 about 8 min

Executing AI in the loop on robotic test hardware

A demonstration of gathering data, training models, and deploying targeted updates back to autonomous robots.

#7 about 6 min

WebAssembly and staging deployments for large vehicle fleets

Addressing audience questions about runtime alternatives and phased update strategies for commercial automotive deployments.

Matching moments

9:13 min

Tackling functional complexity with localized vehicle electronic architectures

Hans-Jürgen Eidler · LIVE

10:40 min

Evaluating automotive software architectures and backend technologies

Georg Kühberger +1 · LIVE

3:31 min

Practical learnings from deploying containerized AI solutions

Sebastian Rhode Sebastian Rhode · World Congress 2024

2:46 min

Addressing edge management challenges in the automotive industry

Joachim Werner · LIVE

1:53 min

Unified tech stack and hardware for Volkswagen

Liang Yu · World Congress 2022

2:04 min

Optimizing and deploying containerized AI inference workloads

Ankit Patel Ankit Patel · World Congress 2024

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