CO-LOCATED EVENTS

Advancing hardware optimization to accelerate AVs development

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Hardware.AD is the leading event on autonomous vehicle hardware and computing systems.
250+ decision makers and senior engineers get together to benchmark projects for the optimization of CPUs, GPUs, and FPGAs for real-time sensor processing and AI. Join and learn about the latest development on sensor fusion hardware, real-time control systems, and reliable drive-by-wire technology. Additionally, we’ll discuss ensuring ultra-low latency data processing, secure V2X communication, energy efficiency, and hardware redundancy. Be part of shaping the future of autonomous vehicle technology!

"Continuous improvement is better than delayed perfection."

Mark Twain (1835 - 1910) American writer

HIGHLIGHTS

    KEY TOPICS

    CPU and GPU Performance: How can automotive CPUs and GPUs be optimized to deliver the massive computational power needed for autonomous driving tasks, such as real-time sensor processing and AI algorithms, while keeping power consumption manageable?

    Enabling efficient & secure delivery of the SDV: Rethinking delivery models from agile to DevOps to DevSecOFPGA Customization and Flexibility: How can FPGAs be effectively used to accelerate specific autonomous vehicle tasks (e.g., real-time data processing, sensor fusion) while maintaining the flexibility to adapt to evolving software and algorithmic requirements?

    Sensor Fusion Units: How can sensor fusion hardware efficiently combine data from LiDAR, radar, cameras, and ultrasonic sensors to provide a unified, accurate, and low-latency perception of the environment?

    critical functions like steering, braking, and acceleration in a real-time, deterministic manner, especially with high levels of autonomy?

    Drive-By-Wire Systems: How can robust, reliable drive-by-wire systems be developed to replace traditional mechanical linkages (steering, throttle, brake) with electronic controls, while ensuring safety, redundancy, and fast response times?

    Low-Latency Data Processing: How can real-time processing of data, including perception, planning, and decision-making, be ensured across the hardware stack (CPUs, GPUs, FPGAs) with ultra-low latency for safe autonomous vehicle operation?

    Communication Systems (V2X): How can vehicle-to-everything (V2X) communication hardware be designed to enable fast, secure, and reliable data exchange between vehicles, infrastructure, and other road users, while managing the challenge of high data throughput and low-latency networking?

    Virtualization: What role do virtual software platforms play in SDV? How they accelerate product development and testing?

    Energy Efficiency in Computing Hardware: How can high-performance CPUs, GPUs, and other processing units be designed or optimized to balance the demanding computational needs of autonomous driving with the vehicle’s overall energy budget, particularly for electric vehicles?

    Hardware Redundancy and Failover Mechanisms: How can critical onboard computing hardware and control systems be designed with redundancy to ensure safe operation in the event of hardware failure or component malfunction?

    Integration of Control and Compute Systems: What are the best strategies for integrating compute-heavy systems (AI/ML, sensor processing) with real-time control systems (drive-by-wire, braking, steering), ensuring seamless and coordinated operation without introducing bottlenecks?

    we.HAVE
    PARTNERS

    SDV Europe is a unique event in the business and technology world because of our relationship with our partners. We aim to support our partners to reach their targets and inspire innovation. This vision is shared by a select group of partners at our highest-quality events with the most elite audience. Position your business as a thought leader at SDV Europe. Join our partners today!

    Meet the OEMs

    THE EVENT AT A GLANCE!

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    WHAT OUR ATTENDEES SAY

    Cloud Lead | Automotive The event was very successful to us and we were able to have fruitful conversations and promising follow-ups. Project Director Software Development Ecosystem
    From a professional standpoint, the conference was a success. Networking, sharing of insights and opinions was beneficial. Setup and your organization was excellent.
    Project Manager

    Perfect networking experience.
    Product Director Very successful event with lots of interesting discussions and knowledge sharing. We learned a lot and made some great connections; we will be happy to join such future events. Head of Software Development Very valuable time and good to meet the community. Also the co-location with the Agile Automotive Engineering Summit was advantageous. Head of DevOps Very valuable time and good to meet the community. Also the co-location with the Agile Automotive Engineering Summit was advantageous. Software Architect
    A really good and educational experience with great people.

    MULTI-TOUCHPOINT
    NETWORKING!

    Industry Case Studies

    Selected industry case studies provide insights into new strategic approaches, project planning, and operational execution. Learn from the most successful practices and leverage these real-world results for benchmarking against your competitors.

    5+ World Cafés Roundtables

    Engage in multiple themed discussion rounds with rotating topics, participants, and group dynamics.

    Pre-event Networking Sessions / Icebreaker

    Join moderated roundtables the evening before the first conference day. The Icebreaker offers the perfect opportunity to kick off the event in a relaxed and informal setting.

    Panel Discussions

    A moderated conversation where industry experts explore current and future topics from multiple perspectives.

    Say Hello! Networking

    As the name suggests, you'll have 3 minutes to meet fellow attendees and learn why they're here. Be sure to hHave your business cards ready!

    Individual One2Ones

    Schedule exclusive, pre-qualified one-on-one meetings with potential customers.

    Networking Dinner

    Unwind and enjoy great food and drinks in a relaxed atmosphere — the perfect way to conclude an exciting and eventful day.

    Challenge Your Peers

    Collaborate with colleagues and peers to discuss industry challenges and work together to develop tailored solutions with all participants.

    Solution Study

    Explore selected examples from our partners that showcase current trends, innovations, and practical implementation possibilities. Learn from their most successful projects and leverage their services and technologies to tackle your challenges.

    Live Streaming & Event Platform

    Make meaningful connections! Our digital platform uses intelligent matching to help participants discover the right people to meet.

    we.LOVE
    BERLIN

    Join us in Berlin and relax while doing business in our 5 Star Venue Hotel

    REGISTER NOW!

    ALL INCLUSIVE EVENT PASS

    € 3.249

    PREMIUM EVENT PASS

    € 2.749

    STANDARD EVENT PASS

    € 2.549

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