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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ruotong Yang

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#edge computing Review Oct 2026

Enabling Edge IoT Intelligence: A Survey on Resource-Constrained Continual Learning

Edge intelligence is revolutionizing the Internet of Things (IoT) by migrating AI training from centralized clouds to distributed end devices. However, enabling continual learning (CL) on edge nodes faces a “rigid triangle constraint” of restricted memory, limited computation, and battery-dependent energy, heavily dict...

Ruo-Tong Yang, Dawei Bie, Dao-Chun Li et al. · 0 citations

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