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cs.SE2026
Schedulable Job-Level Dependencies for Cause-Effect Chains via Graph Neural Networks
Silviu S. Craciunas, Christian Hakert, Jian-Jia Chen +2
Modern automotive software architectures comprise large sets of mixed-criticality functions executing on shared multi-core platforms with strict real-time and end-to-end timing req…
cs.LG2026
Jump Like A Squirrel: Optimized Execution Step Order for Anytime Random Forest Inference
Daniel Biebert, Christian Hakert, Kay Heider +3
Due to their efficiency and small size, decision trees and random forests are popular machine learning models used for classification on resource-constrained systems. In such syste…