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Xiaoming Shen

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Conference Jul 2026

Towards Edge AI Native Service Platforms: Rethinking Runtime, Deployment, and Migration

Edge AI is evolving from isolated inference toward long-running services that coordinate model pipelines, data streams, state, and accelerators near users and physical environments. Cloud-native and edge-native platforms offer useful foundations, but their primary control objects–containers, nodes, links, and enrolled...

Jiannong Cao, Zhiyuan Hu, Mingjin Zhang et al. · 0 citations

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