Author

Ruben Noroian

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Preprint Aug 2026

Hydra: Phase-Aware Workload Characterization of LLM Inference across Edge SoC Generations, Backends, and Quantization Levels

Hydra is presented, a common-schema, phase-aware workload characterization framework for LLM inference on edge SoCs that enables reproducible, phase-aware characterization of edge LLM inference.

Amir Taherin, Sana Taghipour Anvari, Charles Amante et al. · 1 citation