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cost optimization 1foundation models 1mixed-integer programming 1model deployment 1transportation management 1

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cs.AI2026

Cost-Optimal Foundation Model Deployment Portfolio for Transportation Management

Xi Cheng, Ke Liu, Siyuan Feng +2

The paper formulates and solves a cost‑optimal deployment problem for foundation models in transportation management centers, balancing quality, latency, safety, and GPU budget con…