2 papers
cs.AR2025
Realizing Hardware-Optimized General Tree-Based Data Structures for Heterogeneous System Classes
Daniel Biebert, Christian Hakert, Jian-Jia Chen
Tree-based data structures are ubiquitous across applications. Therefore, a multitude of different tree implementations exist. However, while these implementations are diverse, the…
cs.LG2025
WCDT: Systematic WCET Optimization for Decision Tree Implementations
Nils Hölscher, Christian Hakert, Georg von der Brüggen +3
Machine-learning models are increasingly deployed on resource-constrained embedded systems with strict timing constraints. In such scenarios, the worst-case execution time (WCET) o…