Author

Reza Zakerian

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Preprint Aug 2026

When Do LLM Agents Help? Deadline-Aware Mixed-Criticality Task Scheduling at the Autonomous-Vehicle Edge

This work study deadline-aware, mixed-criticality scheduling on heterogeneous MEC servers, where time-critical (TC) tasks must be protected at a controlled cost to best-effort traffic, and asks whether a multi-agent LLM control layer improves on a strong heuristic.

Reza Zakerian · 0 citations