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Wei-Long Wang

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Open access Sep 2026

ProfEdge: Efficient Construction of DNN Performance Evaluation Model on Edge Devices

Experiments on various edge devices and DNN models, including CNN-based and transformer-based workloads, show that ProfEdge reduces profiling errors by up to 80% and saves over 70% of profiling construction cost compared with existing methods.

Wei-Long Wang, Song-Tao Lu, Jia-Wei Liu et al. · ACM Transactions on Internet... · 0 citations