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Cloud-Powered Data Management Solution for Automotive Innovation

A forward-thinking automotive supplier faced a critical challenge: to find the best way to establish a scalable and maintainable framework for the development, validation, and testing of autonomous driving features. Their mission was clear – to overcome the hurdles of managing vast amounts of data generated during the development and testing phase of driver assistance systems. The absence of an efficient data management system was hindering progress, impeding scalability, and posing a threat to the project's success. With a vision set on achieving a groundbreaking Go-Live by December 2023, our team embarked on a transformative journey to redefine the landscape of autonomous driving development. Our strategic approach centred around the implementation of a cloud-based low-code content services platform, underpinned by an API-first methodology rooted in REST APIs. This platform aimed not only to streamline data storage but also to facilitate seamless collaboration and integration across complex cloud infrastructures.

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Key features of the solution:

  • Structured Data Hierarchy: We implemented a structured hierarchy (Project, Cluster, Recording, Stream, Frame) for storing recording information, ensuring an organized and efficient data management system.
  • Dynamic Test Parameter Creation: Leveraging key-value pairs, our solution enabled the dynamic creation of test parameters, providing unparalleled flexibility in adapting to evolving testing requirements.
  • Sophisticated Index and Retrieval Algorithm: The introduction of a highly sophisticated index and retrieval algorithm ensured swift access to relevant information, enhancing the efficiency of development and testing processes.
  • Custom Search Functionality: Our platform incorporated a custom search capability, empowering users to conduct complex searches on intricate data, facilitating quicker decision-making and problem-solving.
  • Seamless Integration: Integrated seamlessly into a complex cloud infrastructure, our solution facilitated automatic data upload into the cloud, serving as a dynamic interface to other systems/tools for comprehensive technical analysis.

Results

As the clock struck December 2023, our Go-Live milestone was achieved, marking a monumental achievement in the automotive supplier's journey. The structured data hierarchy, dynamic test parameter creation, and a sophisticated indexing system have collectively elevated operational efficiency. The integration of custom search functionality and seamless collaboration further nurtured enhanced decision-making based on data insights. This comprehensive approach anticipates streamlined development processes, shortened project timelines, and optimized costs, marking a significant stride toward innovation and efficiency in our autonomous driving initiatives.

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