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Optimize power consumption for edge AI inference

Edge AI inference workloads consume significant power on resource-constrained devices. Optimizing power-performance characteristics through dynamic workload scheduling, thermal-aware throttling, and battery-level policies reduces energy consumption and extends battery life while maintaining acceptable accuracy and latency.