一作OSDI 2026Oral· Operating Systems & Distributed Systems
Unleash All Cores: Asymmetry-Aware Scalable DNN Inference on Mobile CPUs
Qianlong Sang · Puyi He · Huanghuang Liang · Yili Gong · Chuang Hu · Xiaobo Zhou · Dazhao Cheng
摘要
Asymmetric Multiprocessing (AMP) CPUs are now central to mobile devices, but exploiting them for efficient Deep Neural Network (DNN) inference remains challenging. Naive scheduling across heterogeneous cores often triggers a performance-collapse paradox: adding LITTLE cores degrades throughput du...