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Maysam Khatib

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#artificial intelligence Preprint Sep 2026

A Measurement Study of LLM Inference Trade-offs Across Edge Continuum Hardware

Large language models (LLMs) are increasingly used as backends for intelligent web services, but serving them across the edge continuum requires balancing quality, latency, model footprint, and energy. This paper presents a controlled measurement study of self-hosted LLM inference across edge and near-edge deployment n...

Maysam Khatib, Moysis Symeonides, Demetris Trihinas et al. · 0 citations