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News/Efficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models
arxiv
PublishedJuly 24, 2026 at 4:00 AM
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Efficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models

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arXiv:2607.13093v4 Announce Type: replace-cross Abstract: On-device LLM inference faces a trilemma of response latency, limited hardware resources and user privacy. Full cloud inference delivers strong computing power but exposes user prompts and dialogue data, while standalone on-device inference i

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