Towards a Data-Centric Architecture in the Automotive Industry

• DOI: 10.1016/j.procs.2021.01.215
• Publication Date: 2021-02-23T02:01:17Z
• Authors: Daniel Alvarez-Co...; Daniel Wilms; Adnan Bekan; Jorge Marx Gómez
• Keywords: Database-centric architecture; Mindset

Vehicle software architectures have been evolving over the last twenty years to support data-driven functionalities. Several enterprises from different domains are currently focusing on improving their data by re-defining underlying models enable core for analytics and artificial intelligence. Moreover, a common desire add clear provenance explicit context impulses field of semantics knowledge graphs. Nevertheless, in automotive industry, scenario connected vehicles implies extra complexity. has an enormous variety, making it essential develop adopt standards. This paper presents aspects ongoing research at BMW Research Department regarding conceptual design vehicle industry. We discuss principles modern architecture with particular emphasis data-centric mindset. also explore current challenges possible working points as foundation move siloed towards so-called AI factory.