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Author

Falk Dettinger

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Preprint Sep 2026

Closing the Loop: Continuous Measurement-Driven Refinement of Offloading Predictions

Modern vehicles increasingly offload computation- ally intensive perception and decision functions to backend servers, requiring accurate predictions of absolute performance metrics such as Round-Trip Time (RTT), processing time, and utilization. In practice, strong temporal variability, heterogeneous backend hardware,...

Falk Dettinger, Matthias Weiss, M. Weyrich · 0 citations
#artificial intelligence Conference Open access Jun 2025

Situation Awareness for Intelligent Data Distribution in Connected Vehicles

The proposed situation identification approach enables efficient sensor data management by prioritizing relevant data to the current traffic situation by identifying the current traffic situation using Bird's-Eye-View images.

Falk Dettinger, Akshay Narla, M. Weyrich · 1 citation

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