Author

M. Mühlhäuser

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Preprint Aug 2026

PRICE: Pricing-based Resource Incentives for Quality-of-Result-aware Computing at the Edge

Evaluation on real hardware under sustained overload shows that PRICE outperforms both fixed-allocation and dynamic-pricing baselines in accepted throughput and CPU utilization and is robust across pricing function families, task-duration distributions, and client populations.

Uwe Gropengießer, Sebastian Frenz, M. Mühlhäuser · 0 citations

#edge computing Preprint Aug 2026

PRISM: Predictive Runtime In-place Scaling and Model Selection for Edge Microservices

PRISM, a prediction-guided runtime framework that jointly selects model variants and CPU allocations for containerized edge microservices, and adapts each pipeline stage in place and minimizes predicted CPU-package energy under deadline, resource, and offline model-level Quality of Result constraints is presented.

Uwe Gropengießer, Thomas Reuter, Dominik Schön et al. · 0 citations