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Zhixian Chang

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Jul 2026

Task-aware dynamic optimization for edge cloud systems

TADOF is a dynamic optimization framework that jointly performs energy-aware elastic scaling and task migration under drift-aware periodic modeling and burst detection and observed about 18–34% lower energy and 15–28% lower migration cost than threshold and A2C/TD3 baselines while preserving QoS.

Juan Guo, Yanqun Zuo, Zhixian Chang · 0 citations