Edge-first collaborative inference using small language models with cloud fallback is presented as a viable design, supported by a small experiment in which load-aware scheduling halves cloud offload costs.
Distributed learning on mobile devices: a new approach to data mining in the internet of things,
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Smaller, Smarter, Closer: The Edge of Collaborative Generative AI
Edge-first collaborative inference using small language models with cloud fallback is presented as a viable design, supported by a small experiment in which load-aware scheduling halves cloud offload costs.