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cs.LG2024
Hammer: Towards Efficient Hot-Cold Data Identification via Online Learning
Kai Lu, Siqi Zhao, Jiguang Wan
Efficient management of storage resources in big data and cloud computing environments requires accurate identification of data's "cold" and "hot" states. Traditional methods, such…
cs.CV2024
Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers
Wei Tao, Shenglin He, Kai Lu +5
Deploying neural networks on microcontroller units (MCUs) presents substantial challenges due to their constrained computation and memory resources. Previous researches have explor…