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#large language models Book Open access Sep 2026

Online Scheduling of Battery-Aware Speculative Decoding for Energy-Efficient Cloud-Edge Collaborative LLM Inference

While distributed speculative decoding can offer efficient acceleration for Large Language Model (LLM) inference in cloud-edge environments, unleashing its full potential confronts significant challenges, including complex token draft-length management, uncertain prompt arrivals and system conditions, and joint edge ba...

Heng-Di Wang, Lei Jiao, Kong-Lin Zhu et al. · 0 citations

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